Is your TA transformation on track?

Take the survey
AMS Home Page Link
Contact us
Log in
AMS Home Page Link
Contingent labor costs management strategies for improving workforce visibility, planning and hiring efficiency

TL;DR

Good contingent workforce cost control depends on how demand is planned and hiring decisions are made, not just rates or governance. Costs build quietly through fragmented visibility, supplier complexity and urgent hiring patterns. Aligning planning, data and decision-making helps reduce spending without slowing hiring.

Contingent labor has become a critical part of workforce strategy for many organizations. It provides access to specialized skills, helps teams respond to changing business demands and offers flexibility that permanent hiring alone cannot provide.

At the same time, managing contingent workforce costs has become increasingly challenging.

Many workforce leaders find themselves balancing two distinct sets of priorities across their external workforce programs. On one hand, procurement teams own the program to control overall workforce spend and maintain strict compliance. On the other hand, HR leaders seek higher talent quality, a better hiring manager experience and a connected workforce strategy.”

Each decision is reasonable. The challenge is that when these decisions happen repeatedly across regions, business units and suppliers, costs can begin to increase in ways that are difficult to identify through reporting alone. This is why many organizations struggle to control contingent labor spend even when governance processes, supplier agreements and reporting structures are already in place.

The issue is rarely a single supplier or pricing architecture.

More often, it stems from how workforce demand is planned, how suppliers are used and how hiring decisions are made across the organization.

The good news is that reducing contingent labor costs does not have to come at the expense of hiring speed. Organizations that consistently achieve both tend to focus on visibility, planning and decision-making rather than cost reduction alone.

Look at eight practical ways to gain immediate contingent workforce solutions cost control and map out a blueprint to build sustainable visibility.

What is contingent workforce cost control?

Contingent workforce cost control is the practice of managing external labor spend through better demand planning, supplier governance and workforce visibility. It focuses on influencing hiring decisions before costs are incurred rather than only controlling rates after hiring.

Why traditional cost-control efforts often fall short

If governance is stronger than ever, supplier agreements are in place and workforce reporting has improved, why do contingent labor costs continue to rise?

Many organizations ask that question, especially when they have already invested significant time and effort into controlling workforce spend.

Research from Ardent Partners in their landmark annual research study, The State of Contingent Workforce Management reveals that nearly 60% of contingent spending goes completely untracked during initial financial planning, forecasting and budgeting phases.

Supplier consolidation can improve pricing consistency. Rate-card management can reduce unnecessary variation. Reporting can provide better visibility into workforce costs.

All of these are valuable.

But how much influence do they have once a hiring manager has already engaged a supplier, extended a contractor or approved an urgent requisition?

This is where many organizations encounter diminishing returns. They continue refining supplier programs and pricing structures while the underlying drivers of spend remain unchanged.

The organizations that achieve stronger contingent workforce cost control tend to focus on a different question: How is workforce demand being created, and are we seeing it early enough to influence decisions?

That shift changes the conversation. Instead of reacting to workforce costs after they appear in reports, leaders can begin identifying the patterns that create those costs in the first place.

This is where demand forecasting for contingent workforce needs, talent analytics such as location-based talent availability, market rate benchmarking and skills supply insights, and stronger workforce planning can have a more significant impact.

The following strategies focus on how organizations can move from managing spend after the fact to influencing the decisions that drive it.

Improve visibility into workforce demand before hiring begins

Many organizations have a clear view of contingent workforce spend. Fewer have a clear view of contingent workforce demand.

That distinction matters because costs are often created long before a contractor starts work or a supplier submits a candidate.

Think about how many contingent hiring requests enter the organization each month. Which business units are generating the most demand? Which roles are repeatedly being filled through contingent talent? Which projects consistently rely on contractor extensions?

If those questions are difficult to answer, controlling costs becomes much harder.

Without visibility into demand, hiring teams are forced to operate reactively. Urgent requests become the norm, supplier choice is driven by speed and workforce planning becomes disconnected from actual hiring activity.

Organizations that achieve stronger contingent workforce cost control invest in understanding demand before it becomes spend. They analyze hiring patterns, identify recurring workforce needs and work with business leaders to anticipate future requirements earlier in the process.

This is where demand forecasting for contingent workforce needs becomes particularly valuable. When organizations can see workforce demand developing in advance, they have more time to engage the right suppliers, evaluate alternative talent options and avoid the premium costs often associated with last-minute hiring.

The outcome is not simply lower costs. It is a more predictable and scalable approach to workforce planning that supports both hiring speed and business objectives.

Create a single view of contingent workforce activity

How confident are you that you can see your organization’s total contingent workforce activity at any given moment?

For many multinational organizations, the answer is not very.

Workforce data often sits across different systems, regions and supplier networks. One business unit may be tracking contractor spend through a vendor management system, while another relies on local reporting. As a result, leaders can struggle to build a complete picture of workforce activity across the organization.

The impact goes beyond reporting.

Without a centralized view, it becomes difficult to identify rate inconsistencies, compare supplier performance or understand where workforce demand is increasing. Similar roles may be sourced through different suppliers at different rates, yet those variations often remain hidden because the data is fragmented.

This is a common challenge in global staffing programs, particularly for organizations operating across multiple regions and business units.

Organizations that manage contingent workforce costs effectively tend to start with visibility. They create a single source of truth for workforce activity, supplier performance and spend, giving talent acquisition, procurement and business leaders access to the same information.

That visibility supports better decision-making. It becomes easier to identify opportunities for standardization, evaluate supplier effectiveness and respond to workforce demand with greater consistency.

Most importantly, leaders can move from asking what happened to understanding why it happened and what actions should come next.

According to market maturity data from Staffing Industry Analysts, Research shows that organizations using a centralized Vendor Management System (VMS) can bring 65% to 75% of their total contingent labor spend under active management, which is essential for eliminating rogue spending and gaining the visibility needed to benchmark rates accurately.

Supplier complexity can quietly drive-up costs

Most organizations do not set out to build a large supplier network. It typically grows over time as new hiring needs emerge, regions develop local supplier relationships and business units look for ways to access talent quickly.

At first, that flexibility can be valuable. Over time, however, it can become difficult to maintain consistency. Similar roles may be filled through different suppliers at different rates, service levels can vary across markets and workforce spend becomes harder to track across the organization.

This is where many leaders discover that the challenge is not necessarily supplier performance. It is the complexity of managing an expanding supplier landscape.

Taking a step back to review supplier relationships can often reveal overlaps, inconsistencies and opportunities for improvement. A more structured supplier strategy can help create greater visibility, stronger accountability and better control over contingent workforce costs while still providing access to the talent the business needs.

Managing a bloated supplier base often results in administrative friction and pricing inconsistency. Strategic consolidation of suppliers helps enterprises regain control; In an AMS diagnostic assessment of a global financial services client, we, identified the opportunity to consolidate 85% of its supplier base, directly driving reduced costs and improved compliance across its external workforce.

Pricing does not always reflect true workforce cost drivers

Most organizations look at rates first when contingent labor costs rise. It is the most visible control point, and it is easy to compare across suppliers.

But rates rarely explain why spend is increasing.

In many cases, two teams are hiring for the same role under the same rate card, yet the final cost ends up very different. One team plan and runs a standard sourcing process. The other raises the request close to delivery, when timelines are fixed and options are limited.

The difference is not pricing. It is timing and how demand is managed before it reaches procurement.

This is where focus often shifts away from the real issue. Rate discussions take center stage, while the actual drivers sit in how work is planned, how quickly roles are approved and how often urgency enters the process.

Leaders who manage contingent workforce costs well tend to look beyond rates. They pay attention to how demand is created, how decisions move through the system, and where urgency is shaping outcomes more than strategy.

The patterns behind contingent workforce costs

When leaders review contingent workforce spend, the focus is often on individual cases. A hire that came in higher than expected, a contractor that was extended, or a supplier that charged differently across regions.

Each decision is reasonable on its own.

The challenge appears when the same types of decisions repeat over time.

Some teams rely heavily on urgent hiring. Some roles are consistently filled at the last minute. Contractors remain in place longer than planned because there is no structured point to reassess the requirement. Over time, these patterns accumulate and begin to influence overall workforce cost.

This is rarely driven by a single issue. It reflects repeated behaviours in how hiring decisions are made across the organization.

Leaders who manage contingent workforce costs effectively tend to look for these patterns early. Not just what was spent, but what keeps happening in the same way across teams. That is often where meaningful opportunity for cost control exists.

Governance that supports speed, not just control

Governance is usually introduced to bring structure into contingent hiring. Clear approvals defined steps and standardized checks are meant to improve control and reduce risk.

But in practice, it does not always land that way.

In some organizations, governance turns into a long approval chain. Hiring slows down; teams start finding shortcuts and decisions move outside formal channels when demand becomes urgent.

The original intent is control. The outcome can be fragmentation.

The better approach is clarity. When hiring managers knows exactly what can be approved, what needs escalation and how decisions should be made under pressure, the process becomes easier to follow.

That is when governance works as intended. Hiring stays consistent across regions and business units, without adding unnecessary delay. This balance is often addressed through structured governance frameworks that focus on speed and clarity in our guide on optimizing your contingent workforce program.

When governance is designed for speed as well as compliance, organizations can significantly reduce manual effort in contingent hiring workflows. Industry research and enterprise platform case studies, including insights from Staffing Industry Analysts, indicate that automation and structured compliance workflows can reduce administrative workload and improve requisition cycle times. This improved efficiency helps reduce reliance on urgent hiring paths, which are often associated with higher contingent labor costs and limited supplier flexibility.

Contractor extensions deserve closer attention

Contractor extensions are often treated as a simple continuation of work. The project is still active, the contractor is already embedded in the team and replacing them can feel unnecessary and disruptive.

That is why extensions usually move through with less scrutiny than new hiring decisions.

Over time, this creates a quiet shift in the workforce model. Roles that were originally defined as short term begin to extend across multiple cycles. What was intended as temporary support gradually becomes ongoing capacity, often without a structured review of whether the underlying need still exists.

The impact is not immediate. It builds over time through accumulated cost and reduced clarity around which roles are truly temporary versus which have effectively become part of steady-state operations.

A practical way to manage this is to introduce simple, time-based review points for extensions, especially for roles that go beyond an initial expected duration. These reviews do not need to slow delivery. They simply confirm three things: whether the work is still required, whether the role structure still fits and whether there is a more efficient way to meet the need.

In many organizations, this small discipline is enough to reduce unplanned tenure creep and bring more control back into contingent workforce cost management.

Workforce planning is strongest when talent strategies are aligned

In many organizations, workforce planning still sits in separate lanes. Permanent hiring is managed one way, contingent hiring another and internal mobility often runs on a different process altogether.

The business, however, does not think in those categories. Leaders are trying to solve for skills, timelines and delivery pressure at the same time.

When these talent streams are disconnected, decisions become fragmented. One team may default to contractors for speed, while another invests in permanent hiring for similar needs, simply because the processes and visibility are not aligned.

The result is missed opportunities to balance cost, speed and capability more effectively.

A more effective approach is to bring these views together in planning. Not to force a single model, but to evaluate all available talent options against the same demand signal. That includes permanent hires, contingent workers and internal mobility.

When organizations take this broader view, workforce decisions become more consistent. It becomes easier to match the right type of talent to the right need, while maintaining better control over cost and delivery outcomes.

Integrating your workforce streams is the cornerstone of . By evaluating all talent channels through a unified demand signal, organizations can achieve significant efficiency gains. Data from global workforce specialist Guidant Global highlights that transitioning from fragmented external staffing agencies to an integrated, direct-sourcing framework cuts out intermediary recruiter markup fees that standardly range from 20% to 40%. This structural shift allows enterprise teams to pivot routine spend toward internal skill creation rather than relying solely on the open, high-cost external market.

Closing perspective

Controlling contingent workforce costs is rarely about one lever. It is about how decisions are made across demand, suppliers, governance and planning.

When those elements are disconnected, cost pressure builds quietly over time. When they are aligned, organizations gain more control without slowing hiring.

AMS works with enterprise leaders to bridge these gaps, providing the workforce intelligence and managed solutions necessary to turn these operational challenges into a competitive advantage. By treating contingent and permanent talent as a single ecosystem, you can build a more resilient, scalable, and cost-effective workforce that supports the future of your business.

Ready to gain full control over your total talent spend?

Talk to our experts

Frequently asked questions

How do contingent labor costs impact overall workforce strategy?

Contingent labor costs can significantly influence workforce planning, budgeting and talent acquisition decisions. Managing these costs effectively helps organizations maintain flexibility while supporting long-term business goals.

What makes AMS's approach to contingent workforce management different?

AMS combines workforce intelligence, talent technology and managed services to help organizations make more informed workforce decisions, improve operational efficiency and align contingent talent strategies with business goals.

How does technology help control contingent labor costs?

Technology platforms such as vendor management systems (VMS) and workforce analytics tools provide greater visibility into spend, supplier performance and workforce demand, helping organizations make more informed hiring decisions.

What are the most common causes of rising contingent labor costs?

Common causes include urgent hiring, limited workforce visibility, supplier fragmentation, contractor extensions and poor demand forecasting. These factors can increase spending even when rate controls are in place.

About AMS

AMS powers talent strategies that deliver results, redefining a new era of talent driven by people, process, data and technology.

50M+ candidates assessed annually

2,000+ enterprise clients

40+ years of innovation

Learn more
Transform your hiring process

AMS offers digital innovation and responsible AI, providing agile talent acquisition solutions and talent consulting services that can scale with your business.

People in a meeting room around a laptop
Contact us
what recruitment process outsourcing results look like
AI in recruitmentDirect SourcingEmployer Brandingenterprise RPOHiring Efficiencyrecruitment process outsourcingrecruitment technologyRecruitment TransformationRPORPO ResultsTalent AcquisitionTalent Intelligencetalent strategyworkforce planning

TL;DR

Most RPO benchmarks like “40% faster hiring” or lower costs miss the real story. True recruitment process outsourcing results don’t come from simply outsourcing the same old process; they emerge when organizations use RPO as a catalyst for redesign. The strongest outcomes come from streamlining workflows, building direct sourcing capabilities, leveraging workforce intelligence, improving technology, and creating consistent processes. This leads to faster hiring, meaningful cost savings, better candidate quality, stronger employer brands, and AI-enabled orchestration, turning talent acquisition into a genuine strategic advantage rather than just a transactional service.

There is a version of this article that starts with a market size number. The global RPO market is valued at $10.9 billion in 2024 and is on track to hit $68.9 billion by 2034.

Impressive.

Also nearly not of much use if you are a talent leader trying to decide whether outsourcing your recruitment function will actually fix your specific problem.

Market growth tells you that other organizations are buying RPO. But, does it tell you what they got for it? Absolutely not.

This piece of content does something different. It looks at what recruitment process outsourcing results actually look like in practice across pharma, financial services, aviation, and global enterprise and it pulls apart why those results happened, not just what the numbers were.

Let’s dive into it.

The problem with how RPO outcomes get reported

Most RPO content follows the same structure. A challenge is stated in broad terms. A solution is described in vague terms. And an outcome is quoted as a percentage.

Done.

But, do you realise what gets lost is context?

Answer: A 50% reduction in time to hire means something very different for a bank filling 10,000 volume roles annually versus a pharmaceutical company trying to build a specialist field sales team in six months. The metric is the same. But, the operational complexity, stakeholder risk, and commercial consequence are completely different.

The question that talent leaders actually need answered is not “Does RPO work?”

The answer to that is yes, it does, when it is the right model for the right problem.

The real question is: what does RPO fix, what does it accelerate, and where does the value actually come from?

Time to hire: the number everyone quotes and almost no one interrogates

Companies using RPO report 40% faster hiring times on average. That stat gets repeated across the industry. What it does not capture is which part of the hiring process got faster, or why.

For a leading financial institution, the problem was structural. Their legacy volume hiring solution depended on manual screening and hiring manager coordination. The result was slow time to hire, high candidate drop-off, and inconsistent screening quality across channels.

The solution was not simply adding more recruiters. It was redesigning the entire process by combining sourcing and application management technologies with digital assessment and video interview platforms. That meant removing human touchpoints from the parts of the process where human judgment was not adding value, and concentrating hiring manager time where it was.

The outcome: time to hire dropped from seven days to three to four.

Offers could be extended within 24 hours. And that 50% reduction in time to offer came not from working faster, but from working differently.

This distinction is worth noticing. Organizations that approach RPO as a staffing solution, with more bodies doing the same process, rarely see results at this level. The ones that see it as a process redesign challenge almost always do.

Cost reduction: where the savings actually come from

The instinct when calculating RPO ROI is to look at cost per hire. That is a reasonable starting point. But the more durable cost story is usually elsewhere.

Consider the aviation sector, where an RPO engagement with one of the world’s largest aviation companies delivered over £500,000 in saved recruitment fees by reducing agency reliance from 43% to 23%. That figure is real and significant. But the mechanism behind it is what makes it replicable.

The shift happened because the RPO model built direct sourcing capability from the ground up. Outdated systems were upgraded as part of a technology transformation. Programmatic media candidate applications increased by 70%. Interview-to-offer rates moved from 50% to 66%. With more candidates entering through direct channels and converting at higher rates, the need to pay agency margins on those fills dropped.

This is the cost reduction logic that actually holds at scale: reduce agency dependency not by cutting off supply, but by building a better direct supply. The £500,000 saving is a consequence of a capability being built, not a line item being removed.

A global pharmaceutical company offers a different angle. The organization needed to build out an experienced field commercial team across the US sales leaders, territory reps, medical science liaisons, and regional marketing directors to support the commercialization of a key product. The hiring window was six months. The stakes were a major product launch.

The result came in 25% under the initial budget. More than 700 candidates were screened in a four-month window, resulting in 100+ hires. Sixty percent of selected candidates were identified and screened by the RPO team. Hired candidate targets were exceeded by 12%.

That budget efficiency was not accidental. It came from front-loading market intelligence before requisitions went live, knowing where the candidates were, which locations had density, and which messaging would convert so that the sourcing effort was targeted rather than scattered.

The talent acquisition lead noted that by the end of the project, the company had significantly increased its capabilities while operating under extremely tight hiring timelines. The budget performance was a byproduct of precision, not luck.

Quality of hire improvements through RPO

60% of organizations using RPO report improvements in candidate quality. Quality of hire is genuinely difficult to measure in real time. It shows up in retention, in performance data, in manager satisfaction scores, none of which are immediately visible when a hire is made.

That is why an aviation sector case study is particularly instructive. With 160+ bases across the US and Canada and more than 1,800 hires annually, the client’s core concern was not just filling roles fast. It was reducing attrition. A bad hire at that scale is not a line item problem it is an operational one.

Candidate time-in-process was reduced from 110 days to 33. The number of candidates requiring review dropped by approximately 500 within the first week. The time between application submission and interview scheduling moved from days to minutes.

The quality improvement came from structural changes to the screening and scheduling process: consistent recruiter screening criteria, manager interview scheduling taken off the hiring manager’s plate, weekly touchpoints to calibrate on requirements. The feedback from the client: communication and responsiveness improved significantly, and the program brought in the highest quality of candidates they had seen.

Quality of hire at scale is largely a process consistency problem. When screening criteria vary by recruiter, by channel, or by hiring manager, quality varies too. RPO creates consistency by design.

Employer brand impact in recruitment process outsourcing

The most underappreciated outcome category in RPO is employer brand impact. It is also the one that compounds most significantly over time.

For a global HVAC services provider, the RPO partner was tasked with solving a disconnect between the company’s cultural manifesto and how service technicians experienced it. Technicians did not feel the sense of belonging that the brand was trying to create. Retention and recruitment were both affected.

The solution was research-led. Focus groups, competitor analysis, leadership engagement, and candidate feedback. The insight that emerged: technicians saw themselves as “unsung heroes,” essential but unrecognized.

The campaign built on that. Action-hero positioning. A multi-channel global media rollout over 16 weeks. A dedicated landing page.

The measurable outcomes: application flow increased by 66%, time to offer dropped by 50%, and applicants came in from 34 countries. The less immediately measurable outcome, a strengthened employer brand perception among passive candidates globally, is the one that continues to pay forward.

Enterprise expectations from RPO partners have expanded meaningfully, with buyers increasingly seeking workforce insights, technology-enabled hiring models, and modular constructs that offer higher agility in uncertain times. Employer brand capability is increasingly part of that expectation. An RPO partner that can only fill roles but cannot help organizations attract the right people to apply in the first place is operating with a structural gap.

Next-Generation RPO: AI and intelligent orchestration

The most forward-looking example in this set comes from a leading international bank. It shows what RPO looks like when the model shifts from service delivery to intelligent orchestration.

The next phase of their talent acquisition evolution centers on a digital orchestration platform that integrates multiple technologies into a unified AI-enabled operating system. The goal is not to automate recruitment. It is to route each task in the hiring process to the optimal mix of AI and human judgment.

The framework operates across four categories: evolved human tasks where AI amplifies strategic impact; human tasks requiring empathy and complex decisions; AI with human oversight where AI assists but humans remain in control; and fully automated AI tasks that accelerate processes without requiring human intervention.

The global head of careers framed it this way: by bringing human and AI insight together, the bank is reshaping how talent, skills, and learning power the business and create a workforce built for the future.

This is where RPO is heading at enterprise scale. Providers are accelerating adoption of AI-powered recruitment technologies and deepening their advisory and skill-led capabilities moving from filling roles to orchestrating an intelligent talent acquisition ecosystem. The organizations that are building that capability now are the ones that will have structural hiring advantages in three to five years.

What these RPO results have in common

Across five organizations, five industries, and five distinct hiring challenges, the outcomes share a common structure.

None of them came from simply outsourcing a process that was already broken. Each involved a genuine redesign of systems, of sourcing strategy, of candidate experience, of how hiring manager time was allocated. The RPO model provided the capability, the consistency, and the technology. The results came from applying those things to a specific, well-diagnosed problem.

Enterprise RPO is focused on using AI tools and better workforce planning. Companies are using advanced technology to predict hiring needs, improve talent pipelines, and match candidates more effectively reducing hiring time and improving employee retention.

The organizations seeing the strongest recruitment process outsourcing results are not the ones that handed over a requisition list. They are the ones that treated RPO as a strategic redesign of how they compete for talent.

That is the difference between a percentage on a case study slide and a capability that changes how a business operates.

Want to see how these outcomes were achieved across financial services, pharma, aviation, and more? Read the full RPO success stories eBook.

About AMS

AMS powers talent strategies that deliver results, redefining a new era of talent driven by people, process, data and technology.

50M+ candidates assessed annually

2,000+ enterprise clients

40+ years of innovation

Learn more
Transform your hiring process

AMS offers digital innovation and responsible AI, providing agile talent acquisition solutions and talent consulting services that can scale with your business.

People in a meeting room around a laptop
Contact us
What results can companies expect from recruitment process outsourcing?

Results vary by model and problem, but the data from enterprise RPO engagements points to consistent patterns across four areas: speed, cost, quality, and employer brand. Organizations typically see time to hire cut by 40% to 50%, recruitment agency reliance reduced by 20 percentage points or more, and measurable improvements in offer-to-start conversion. In volume hiring, automated workflows have delivered time-to-offer reductions from seven days to under four. In specialist hiring, front-loaded market intelligence has driven budget performance 25% below initial projections. The strongest results come when RPO is treated as a process redesign, not a staffing supplement.

Does RPO improve quality of hire or just speed up filling roles?

RPO improves quality of hire when the engagement includes consistent screening design, structured assessments, and calibrated hiring manager processes, not just faster sourcing. The distinction matters. Speed without consistency produces more hires faster, but not necessarily better ones. In practice, RPO engagements that standardize recruiter screening criteria and remove interview scheduling bottlenecks see both faster time to fill and higher manager satisfaction with candidate quality. In one large-scale aviation hiring program, the client reported the highest candidate quality they had seen, alongside a reduction in candidate time-in-process from 110 days to 33.

How does RPO reduce cost per hire?

RPO reduces cost per hire primarily by cutting agency dependency and improving direct sourcing conversion rates. When programmatic media, consistent screening criteria, and targeted sourcing replace fragmented agency channels, the volume of roles filled through costly third parties drops significantly. In one aviation sector engagement, recruitment agency reliance fell from 43% to 23%, generating over £500,000 in saved recruitment fees. Cost efficiency also comes from pre-requisition market intelligence, which concentrates sourcing effort on high-probability candidate pools rather than broad, expensive outreach.

What is the difference between RPO and using a recruitment agency?

A recruitment agency fills individual roles on a transactional basis. RPO embeds within an organization’s talent acquisition function and takes ownership of the process, the data, the technology, and the outcomes. The practical difference is accountability and continuity. An agency is incentivized to place candidates. An RPO provider is accountable for time to hire, cost per hire, quality of hire, DE&I outcomes, and hiring manager experience across the entire function. RPO also builds internal capability over time like talent pools, employer brand assets, reporting infrastructure, whereas agency spend typically leaves nothing behind once a role is filled.

How is AI changing recruitment process outsourcing outcomes?

AI is shifting RPO from a service delivery model to an intelligent orchestration model. The most advanced deployments route each hiring task to the optimal mix of AI and human judgment — fully automating high-volume, low-complexity steps like screening and scheduling, while keeping human expertise in roles requiring empathy, stakeholder management, and complex decisions. Platforms that integrate talent acquisition technologies like ATS, CRM, and assessment tools into a single AI-enabled operating system can connect data across silos, predict hiring demand, and reduce manual coordination significantly. The organizations building this infrastructure now are creating structural hiring advantages that compound over time.

“Being passionate is one of our key values at AMS. It’s what drives us, inspires us, and keeps us going.”.

Karolina Legutko

Principal – Employer Brand Consulting

Karolina’s story here: Instagram

Passion is where everything begins. Our energy comes from a genuine belief in talent – finding it, developing it, and helping it thrive. That passion doesn’t just shape the work we do for our clients and candidates; it starts with our own people.

We’re committed to enhancing and progressing millions of careers globally by first investing in the careers within AMS. By creating the right environment and providing the resources, support, and networks people need to succeed. We enable our talent to grow, feel fulfilled, and build careers they’re proud of.

When someone joins us, we don’t just welcome their experience – we nurture their potential. We believe every career is a journey, and our role is to create the right conditions for that journey to be exciting, challenging, and full of possibility.

From day one, our people have access to learning pathways that evolve with them and give them ownership of their own learning journey. Whether someone is just starting out in talent acquisition, transitioning from another field, or stepping into leadership for the first time, we offer structured development experiences that help them build confidence and capability. Our global learning platforms, specialist academies, and skills focused programs are designed to support every stage of a career.

Growth at AMS is also shaped by real opportunities – not just training modules or theoretical knowledge. People rotate across clients, collaborate with diverse teams and explore new disciplines. Many of our colleagues have built multi chapter careers here: moving from sourcing to consulting, from recruitment operations to technology, or from local roles to global leadership positions. We see internal mobility not as an exception, but as a core part of how passion is recognized and rewarded. (hear from our colleagues)

We also know that careers flourish within strong networks. That’s why we cultivate a culture of coaching, mentoring, and community, where people support one another’s development and celebrate each other’s growth. Whether it’s joining one of our employee networks, participating in leadership programs, or simply learning from peers across the world, our people are encouraged to share experiences and lift each other up.

Being passionate at AMS means also caring deeply about what we do and the people we do it with. It’s about showing up with curiosity, encouragement, and purpose, and creating space for everyone to do their best work. Because when our people thrive, so does everything we build together.

One of the most powerful expressions of this is our Global Day of Giving. Every year, our people around the world step out of their routines and into their communities, mentoring young people, supporting local charities, protecting natural spaces, and lending their skills where they’re needed most. It’s a day filled with energy, purpose, and genuine connection. A reminder that when we come together, we can create change that lasts.

But our commitment doesn’t end with a single day. Across AMS, teams lead ongoing volunteering and sustainability efforts that champion education, wellbeing, and the planet.

This is what joining AMS means: being part of a culture where purpose isn’t an initiative but an invitation. An invitation to contribute, to grow, and to use your passion to leave a positive mark.
If you’d like to see what this looks like in real life, explore the stories and moments our people share on social media:

Instagram: 

 Facebook:  

 
About AMS

AMS powers talent strategies that deliver results, redefining a new era of talent driven by people, process, data and technology.

50M+ candidates assessed annually

2,000+ enterprise clients

40+ years of innovation

Learn more
Transform your hiring process

AMS offers digital innovation and responsible AI, providing agile talent acquisition solutions and talent consulting services that can scale with your business.

People in a meeting room around a laptop
Contact us

“What guided me throughout (my career)? Curiosity, proactivity, and belief that extraordinary things grow from staying open to change”.

Anna Fros

Principal – Internal Communication – Employee Engagement

explore Anna’s journey here: Instagram

Boldness is part of our DNA. We’ve been pioneers from the start and that spirit still drives us today. We’re not afraid to challenge convention, share our ideas, or lead the way in shaping how the world’s leading organizations think about talent.

Being bold at AMS has never been about noise – It’s about firsts. We helped pioneer Recruitment Process Outsourcing in the mid‑1990s, shaping a model that moved hiring from transactional to truly strategic. Founded in 1996 by Rosaleen Blair, AMS introduced RPO to the European market and embedded teams onsite with clients, turning recruitment into an engine for capability, consistency and measurable impact.

It’s this pioneering mindset that pushes both our people and our clients forward. We believe every one of us plays a pivotal role in our success, and together we create deeper insight, stronger expertise, and better outcomes. That collaboration also opens more exciting career paths and experiences for the people who work here.

That spirit of invention keeps evolving. Today, our approach to RPO blends human expertise with orchestration and AI – think RPO 5.0 – so talent teams can move faster, improve quality and prove ROI without ripping and replacing their tech stacks. Recent insights from the Everest Group show how the industry is moving from traditional outsourcing toward a more connected, collaborative approach — and AMS is already working this way. With AMS One, our teams and technology come together in one place, making hiring smoother, smarter and easier for everyone.

What that boldness looks like in practice:

  • Standard Chartered Bank: A multi‑year transformation that elevated TA from a back‑office function to a strategic value driver – enhancing hiring quality, building workforce intelligence and scaling efficiently. (Full whitepaper: Bringing Next Gen Talent Acquisition to life at Standard Chartered Bank.)
  • Bristol Myers Squibb: In a time‑critical US launch, we mobilized rapidly to source, assess and hire commercial field talent at pace – screening 700+ candidates in four months and delivering 100+ Territory Business Managers across the country, with outcomes exceeding targets. (Full case study)

Being bold at AMS means acting, speaking up, and moving with confidence, knowing you’re supported and empowered to make a difference. We’re a team that encourages curiosity, ownership, and the courage to try something new, because we know that’s how real progress happens.

For candidates joining us, boldness at AMS means stepping into a place where you’re encouraged to think differently, try new things and grow quickly. You won’t just follow the industry, but you’ll help shape it. Here, you’re supported by innovative tools, trusted by your team and empowered to bring fresh ideas that have real impact. At AMS, being bold isn’t about taking risks alone – it’s about having the freedom, the support and the confidence to do work that moves our clients, our industry and your own career forward.

About AMS

AMS powers talent strategies that deliver results, redefining a new era of talent driven by people, process, data and technology.

50M+ candidates assessed annually

2,000+ enterprise clients

40+ years of innovation

Learn more
Transform your hiring process

AMS offers digital innovation and responsible AI, providing agile talent acquisition solutions and talent consulting services that can scale with your business.

People in a meeting room around a laptop
Contact us

“Being authentic in the workplace is one of the key factors that led me to choose AMS. It’s what drives our culture and enables us to be our true selves every day.”

Mrudula Andhare

Programme participant

explore Mrudula’s story here: Instagram

At AMS, authenticity starts with Belonging. Our people come from every walk of life, and that diversity shapes who we are: an open, inclusive culture where everyone feels accepted, valued and encouraged to show up as themselves.

And while authenticity is celebrated, it’s also supported by real structures that make belonging tangible. Our commitment to Diversity, Equity, Inclusion and Belonging is woven into how we hire, how we lead and how we support one another – something candidates can see and feel from day one.

With 11 Employee Resource Groups spanning ethnicity, gender, neurodiversity, disability, LGBTQ+, social mobility and more, we create spaces where every voice matters and community thrives. As Maria Wojciechowska, Senior Manager at AMS, notes, “By reinforcing the activities and visibility of the ERGs, we want to deepen the sense of community within the groups and throughout the organization.” ERGs at AMS do just that by leading awareness campaigns, shaping inclusive policies and ensuring lived experience directly informs how we evolve. What truly sets AMS apart is the way our people actively bring DEIB to life: colleagues across the globe launch initiatives, lead conversations and drive meaningful change that strengthen both connection and culture. As Maria puts it, “At AMS, DEIB is not a side topic – it is an integral part of our culture.”

 Beyond our ERGs, authenticity at AMS also comes to life through the way teams support each other in moments that matter. From flexible working arrangements that honor personal needs, to well-being initiatives that prioritize mental health, our culture makes space for the whole human and not just the job title. This includes global initiatives like Hour for Earth [https://www.earthhour.org/], where teams collectively (or individuals) step away from work to support sustainability, as well as programs that offer extra time for family, recognizing that life outside of work shapes how we show up within it. Whether it’s a leader encouraging someone to log off early to recharge, or colleagues stepping in to help during busy periods, these everyday behaviors reinforce a workplace where people don’t have to choose between being committed and being themselves. Authenticity isn’t performative here; it’s built into how we care for one another.

For anybody exploring what it means to join AMS, the message is clear: you’re stepping into a community that not only welcomes your individuality but most of all, thrives because of it. Here, authenticity means being supported, trusted and empowered to work in ways that bring out your best. It’s about creating space for different perspectives, experiences and ways of working, and knowing that individuality makes us stronger. At AMS, showing up authentically isn’t just encouraged – It’s how we build better relationships, better outcomes and a culture we are genuinely proud to belong to.

About AMS

AMS powers talent strategies that deliver results, redefining a new era of talent driven by people, process, data and technology.

50M+ candidates assessed annually

2,000+ enterprise clients

40+ years of innovation

Learn more
Transform your hiring process

AMS offers digital innovation and responsible AI, providing agile talent acquisition solutions and talent consulting services that can scale with your business.

People in a meeting room around a laptop
Contact us
Ai and recruiting
AI in recruitmentHiring StrategyHR Technologyrecruitment technologyResponsible AITalent Acquisition

TL;DR

AI recruiting has moved from experimentation to execution. Leading organizations are using AI to streamline high-volume recruiting activities and enhance recruiter productivity, but measurable business value comes from more than technology alone. Effective implementation requires strong data foundations, human decision-making, regulatory compliance, and clear governance. The organizations gaining a competitive advantage are not simply adopting AI, they are integrating it into a broader talent acquisition strategy.

AI and recruiting have moved past the discussion phase.

When AI entered the market and became the talk of the town, the conversation about AI in recruiting stayed at the level of possibility. Some curiosity built up among HRs with questions like “What could these tools do? What might change?”  

That window has closed. AI is now active inside the hiring workflows of most large

AI is now active inside the hiring workflows of most large organizations. The question for talent leaders has shifted from curiosity to execution: how do you deploy it in a way that actually improves hiring quality, holds up under regulatory scrutiny, and keeps skilled recruiters doing the work only they can do?

The data tells a clear story.

  • 43% of organizations now use AI for HR tasks, up from 26% in 2024 — a 65% year-over-year increase in adoption. (SHRM, 2025)
  • 88% of HR leaders say their organizations have not yet realized significant business value from AI tools. (Gartner, October 2025)

Both figures are true simultaneously. That gap between adoption and realized value is exactly where talent strategy goes wrong.

AMS has seen this dynamic play out across global RPO engagements in more than 120 countries. The differentiator between clients who move the needle and those who stall is rarely the technology itself. It is whether the surrounding hiring infrastructure like job architecture, data governance, and recruiter enablement was redesigned to work with AI rather than around it.

What is AI recruiting and how does it work? 

AI recruiting is the use of artificial intelligence technologies, including machine learning, natural language processing, and predictive analytics, to automate, augment, or improve specific steps in the talent acquisition process.

In practice, this includes:

  • Automated resume screening and candidate ranking
  • AI-assisted job description writing
  • Intelligent interview scheduling
  • Predictive models that assess a candidate’s likelihood of job performance before a single conversation takes place
How the technology actually works

Resume screening tools use text classification models trained on historical hiring data to rank candidates against defined criteria. Predictive analytics platforms draw on structured and unstructured data, including assessments, performance patterns, and workforce benchmarks, to forecast fit. Conversational AI handles candidate communications through natural language processing, progressing candidates through workflow stages without manual recruiter input at each step.

What distinguishes AI recruiting from earlier ATS automation is its ability to learn and adapt. Traditional keyword matching rules are static. AI models update based on outcome feedback, meaning a well-implemented system improves its matching over time as it learns which hires performed well in which roles.

How is AI changing hiring and recruiting? 

AI is changing hiring by compressing the high-volume, low-judgment parts of recruitment and freeing recruiter capacity for the work that requires relationship, context, and decision-making.

The most common applications of AI in recruiting today (SHRM, 2025):

 

The most common AI applications in recruiting

The performance gains are measurable:

  • AI screening tools process 75% more applications at the same cost as manual review
  • Scheduling automation delivers 60 to 80% reductions in coordinator time
  • TA professionals using generative AI report a 20% reduction in weekly workload — roughly one full workday saved per week (LinkedIn, 2025)

At scale, these efficiencies compound fast.

Average cost per hire in the US: $4,700 — up 14% since 2019. Executive hires average $28,329. (SHRM Benchmarking)

Enterprises with 1,000+ employees implementing AI recruitment platforms report average annual savings of $2.3 million. (Deloitte, 2024)

The AI in recruitment market hit $8.16 billion in 2025 and is projected to reach $15.24 billion by 2030. (Grand View Research)

AMS in practice: For Burger King, AMS deployed conversational AI for high-volume recruitment that reduced time-to-hire by 21% and screened and scheduled candidates in under two minutes,  compressing what previously took days of manual coordination into a near-instant candidate experience.

“As companies double down on AI, the real differentiator won’t be the technology itself but the human readiness behind it.” — Hannah Yardley, Chief People and Culture Officer, Achievers (December 2025)

Where AI recruiting falls short

Adoption data and market size figures are not the same as proof of outcomes.

Gartner’s finding that 88% of HR leaders have not yet realized significant value from AI is not a contradiction of the efficiency gains discussed above. It is a diagnostic.

One of the most common failure points is treating AI as a standalone technology purchase rather than a change to the entire hiring operating model.

  • AI screening layered onto a broken sourcing strategy sorts a poor talent pool faster.

  • AI scheduling within a fragmented recruiter experience saves coordinator time but does little to improve hiring manager responsiveness or offer acceptance rates.

SHRM’s own data highlights the structural challenge. Average cost per hire and time to hire have both increased over the past three years, even as AI adoption has grown. The organizations reporting 70% reductions in time to hire were not necessarily the ones that purchased better software. They redesigned the surrounding process to take full advantage of the technology.

Data quality is another critical factor.

AI models are only as accurate as the information used to train them:

  • Resume parsing tools achieve approximately 94% accuracy.

  • Predictive performance models achieve approximately 78% accuracy.

These results are valuable, but they are not infallible and should not replace human judgment at the point of decision-making. If an organization’s historical hiring data contains structural bias, an AI model trained on that data is likely to replicate those patterns rather than eliminate them.

In AMS’s experience, organizations often struggle when AI tools are deployed before job taxonomies are standardized, hiring manager workflows are aligned, or quality-of-hire criteria are clearly defined. Without those foundations in place, faster automation can simply produce faster noise rather than better hiring decisions.

The compliance reality in 2026

As AI becomes more embedded in hiring decisions, compliance is moving from a future consideration to a current business requirement.

Regulations such as New York City’s Local Law 144 and the EU AI Act are introducing stricter requirements around transparency, human oversight, bias mitigation, and accountability for AI-driven hiring decisions. Similar legislation is emerging across other jurisdictions, creating new governance challenges for organizations operating across multiple markets.

This is where responsible AI becomes more than a technology discussion. It is a business imperative. Organizations need confidence that AI systems are fair, explainable, compliant, and aligned with their hiring objectives. Without clear governance frameworks, even well-intentioned AI deployments can create compliance, reputational, and candidate experience risks.

For talent leaders, the focus should not be on adopting AI as quickly as possible. The focus should be on implementing AI responsibly, with the right controls, oversight, and decision-making processes in place.

Explore AMS’s approach to responsible AI in talent acquisition.

How are AI agents used in HR and recruiting? 

AI agents represent the next evolution beyond point-solution automation.

Where earlier AI recruiting tools automate individual tasks, such as screening or scheduling, AI agents are designed to orchestrate multi-step workflows with minimal human intervention at each stage. 

In a connected workflow, a single AI agent can:

  1. Receive a job requisition
  2. Generate a sourcing strategy
  3. Identify and rank candidates across multiple databases
  4. Send personalized outreach and respond to replies
  5. Schedule and confirm interviews
  6. Surface a shortlist to the hiring manager

Gartner flagged agentic AI in HR as the single biggest inflection point in the 2026 AI recruitment market. 82% of HR leaders plan to deploy agentic AI in HR by mid-year. (Pin Research)

The practical implication: the distinction between “AI tool” and “AI process” is collapsing. Implementation decisions made now on data governance, job architecture, candidate experience, and human oversight will determine whether agentic AI improves hiring outcomes or simply automates a flawed status quo faster.

What responsible AI recruiting actually requires 

Organizations generating measurable value from AI in recruiting tend to share a few common characteristics.

1. They keep recruiters at the center of hiring decisions

LinkedIn research shows candidates respond more positively when AI enables faster, better-informed recruiter conversations rather than replacing them. Seventy-five percent of recruiting professionals want humans involved in final hiring decisions. That is not resistance to technology. Relationship building, judgment, and organizational context remain difficult to replicate through automation alone.

2. They invest in implementation quality before scaling

The strongest outcomes typically come from organizations that introduce AI iteratively, establish feedback loops, and refine models using organization-specific data. Adding a new AI solution to an existing ATS environment without addressing data quality, job architecture, or hiring manager behaviors may accelerate processes, but it rarely improves hiring outcomes.

3. They maintain a clear audit trail

Explainability is no longer a best practice. It is a business requirement. When regulators, auditors, or candidates ask how an automated decision was made, organizations need clear and defensible answers. Those who cannot trace how recommendations were generated face both compliance and reputational risk.

The Strategic View 

The talent acquisition function is undergoing one of its most significant transformations in decades.

AI is accelerating that change, but adoption alone is not creating competitive advantage. The gap between organizations investing in AI and those generating measurable hiring improvements remains substantial.

For talent leaders, the focus must now shift from experimentation to execution:

  • Understand where automation adds value versus where human judgment remains essential
  • Get ahead of regulatory requirements that are now active, not emerging
  • Evaluate process quality, data, and governance as rigorously as the technology itself

AI and recruiting are now inseparable. How you bring the two together is still a competitive decision.

AI is reshaping recruitment, but technology alone does not create better hiring outcomes. Success depends on how effectively organizations combine automation, human expertise, governance, and workforce strategy. AMS helps enterprises navigate this transformation through Next Generation Talent Acquisition solutions that integrate AI responsibly, improve hiring performance, and deliver measurable business impact at scale.

About AMS

AMS powers talent strategies that deliver results, redefining a new era of talent driven by people, process, data and technology.

50M+ candidates assessed annually

2,000+ enterprise clients

40+ years of innovation

Learn more
Transform your hiring process

AMS offers digital innovation and responsible AI, providing agile talent acquisition solutions and talent consulting services that can scale with your business.

People in a meeting room around a laptop
Contact us
What is AI recruiting? 

AI recruiting is the application of artificial intelligence, including machine learning, natural language processing, and predictive analytics, to automate or improve specific steps in the talent acquisition process, such as resume screening, candidate sourcing, interview scheduling, and performance prediction. 

How is AI changing hiring and recruiting? 

AI is changing hiring by automating high-volume, low-judgment tasks so recruiters can focus on relationship management and decision-making. Key applications include job description writing (used by 66% of organizations per SHRM 2025), resume screening (44%), candidate search automation (32%), and applicant communications (29%). AI reduces time-to-hire by 25 to 50% in well-implemented programs and saves TA professionals roughly one workday per week in manual task time. 

What are the risks of using AI in recruitment? 

The main risks are bias amplification, compliance exposure, and poor implementation outcomes. AI models trained on historical hiring data can systematize existing biases rather than reduce them. Regulatory frameworks including NYC Local Law 144 and the EU AI Act now impose binding obligations on employers using automated employment decision tools, including mandatory bias audits, public disclosure requirements, and human oversight standards. 

How are AI agents used in HR and recruiting?

AI agents in recruiting orchestrate multi-step hiring workflows autonomously, from sourcing and outreach through screening and scheduling, with human oversight at defined decision points. They differ from point-solution AI tools in that they manage connected sequences of tasks rather than a single function, enabling end-to-end automation of early-stage recruitment workflow. 

Does AI replace recruiters?

No. AI automates repetitive, high-volume tasks within recruiting workflows, but it does not replace the relationship-building, contextual judgment, and decision-making that drive quality hiring outcomes. Seventy-five percent of recruiting professionals say they want humans involved in final hiring decisions, per 2026 industry data. The recruiter role is shifting toward talent advisory work rather than administrative coordination. 

Global RPO provider consultation between talent acquisition leaders discussing workforce strategy and hiring priorities

TL;DR

Organizations increasingly need RPO partners that can support broader workforce objectives, not just hiring outcomes. The most effective providers help improve workforce visibility, planning, adaptability and decision-making across the talent lifecycle.

When organizations begin evaluating recruitment process outsourcing providers, the conversation often starts with hiring performance.

Can they fill roles faster? Do they have experience in our industry? Can they support hiring across multiple countries?

These are important questions, but they are no longer enough.

Workforce strategies have become significantly more complex. Permanent hiring now sits alongside contingent workforce hiring, project-based talent, internal mobility and evolving skills requirements. At the same time, talent acquisition leaders are being asked to improve hiring outcomes, while procurement teams are expected to deliver greater visibility, efficiency and cost control.

The challenge is that many provider evaluations still focus primarily on recruitment delivery, even as workforce planning, contingent hiring and skills-based talent strategies become increasingly interconnected. What often gets overlooked is whether the provider can support the broader workforce strategy behind the hiring demand.

A provider may perform well when filling permanent roles. But can they help the business navigate changing workforce needs, enter new markets, improve workforce planning and create alignment across permanent and contingent talent?

Those questions are becoming increasingly important.

The following 10 questions are designed to help enterprise talent acquisition and procurement leaders evaluate global RPO providers through a broader lens, looking beyond recruitment activity to the workforce outcomes they are ultimately expected to support.

1. Are you solving today's hiring challenges or preparing for tomorrow's workforce needs?

Most RPO evaluations begin with current hiring requirements.

The organization has growth targets to meet, critical roles to fill and pressure to improve hiring performance. Naturally, the focus turns to whether a provider can deliver against those immediate needs.

The challenge is that workforce requirements rarely stay the same for long.

A provider that supports permanent hiring effectively today may not be equipped to support contingent workforce hiring, project-based talent or emerging skill requirements tomorrow. As workforce strategies evolve, organizations can find themselves adding new suppliers, new processes and new layers of complexity simply because their original solution was built around a narrow hiring objective.

This is often where organizations realize they were evaluating recruitment capability rather than workforce capability.

A useful question to ask during the evaluation process is how the provider supports workforce flexibility. Can they adapt as hiring volumes change? Can they support different talent channels? Do they have experience helping organizations align permanent and contingent hiring strategies?

The answers matter because workforce decisions increasingly extend beyond recruitment.

Research from Everest Group suggests that the shift toward MSP 4.0 is driven by the growing need for enterprise-wide workforce visibility. As organizations seek greater coordination between contingent labor and permanent hiring, MSP programs are increasingly viewed as a strategic enabler of Total Talent Management rather than solely a contingent workforce solution.

The providers that create the most long-term value are often those that help organizations respond to changing talent needs without having to redesign their workforce model every few years.

2. Does global coverage translate into global consistency?

Many providers highlight the number of countries they support. It is often one of the first things discussed during an RPO evaluation.

But operating in multiple countries and delivering a consistent hiring experience across those countries are not the same thing.

This becomes particularly important as organizations scale internationally. A hiring manager in Germany, Singapore or the United States may be working toward the same business objective, but their experience can vary significantly depending on how the provider is structured.

Are recruitment processes consistent across regions?

Can leaders access the same level of reporting and visibility regardless of location?

Is candidate experience aligned globally while still reflecting local market realities?

These questions often reveal more than a simple country coverage statistic.

Many organizations discover that hiring challenges in international recruitment programs are not caused by a lack of supplier reach. They stem from fragmented processes, inconsistent governance and varying levels of regional support.

The strongest global RPO providers typically combine centralized standards with local market expertise. That balance helps create consistency where it matters while allowing enough flexibility to respond to local hiring conditions.

Research from the Talent Board consistently shows that candidate experience outcomes can vary significantly across regions, business units and hiring processes. Their global benchmark data highlights how fragile this balance is revealing that candidate resentment (the primary measure of a negative experience) jumped 10% in EMEA and 17% in APAC when communication and regional processes became fragmented.

As organizations expand globally, maintaining a consistent recruitment experience becomes increasingly important for strengthening employer brand, improving candidate engagement and supporting hiring performance.

When evaluating providers, it is worth asking how they ensure consistency across markets, not just how many markets they operate in.

Because global hiring becomes much easier when the experience feels connected, even when the workforce is distributed.

3. Are you choosing an RPO provider based on hiring performance alone?

Most provider evaluations focus on recruitment metrics. Time-to-fill, cost-per-hire, candidate quality and hiring manager satisfaction are all important measures of success. But they only tell part of the story.

As organizations grow, hiring challenges become increasingly connected to broader workforce issues. Certain skills become harder to find. Demand fluctuates across regions. Hiring volumes change as business priorities shift.

The question is whether your RPO provider can help you understand and prepare for those changes, or simply respond once they happen.

For example, if demand for a critical skill set starts increasing across multiple markets, how early would your organization know?

Would your provider identify the trend before it affects hiring outcomes, or would the issue only become visible once vacancies begin staying open longer?

This is where workforce intelligence becomes valuable. Without workforce intelligence, organizations often identify talent shortages only after hiring performance begins to decline.

Research from Everest Group highlights the growing importance of advanced talent intelligence, predictive analytics and skills-based workforce design. As organizations look to make more informed workforce decisions, the market is shifting toward providers that embed advisory capabilities directly into their delivery models. The goal is not simply to fill roles faster. It is to use data-based evidence to understand workforce demand well enough to make better decisions before hiring challenges emerge.

When evaluating global RPO providers, ask what insights they provide beyond operational reporting.

Can they identify hiring trends across markets? Can they provide talent market intelligence? Can they help forecast future workforce needs?

The providers that deliver the greatest long-term value are often the ones that help organizations make smarter workforce decisions, not just faster hiring decisions.

4. How well does the provider support both permanent and contingent hiring?

Many organizations still evaluate permanent hiring and contingent workforce hiring separately.

The challenge is that the business rarely sees them that way.

When a critical role opens, leaders are focused on getting the right skills in place. Whether that solution comes through a permanent hire, a contractor or another talent channel is often a secondary consideration.

This is where workforce complexity starts to increase.

One team may engage contingent talent to solve an immediate need, while another hires permanent employees for similar skill sets. Over time, decisions are made independently, visibility becomes fragmented and opportunities to optimize workforce planning can be missed.

As organizations place greater emphasis on workforce agility, the ability to look across multiple talent channels is becoming more important. Rather than asking only how quickly a provider can fill a role, leaders are increasingly asking whether they can help determine the most effective way to fill it.

Can the provider support both permanent and contingent workforce hiring? Do talent acquisition and procurement teams have access to the same workforce insights? Can hiring decisions be made with visibility into all available talent options?

These questions are becoming more relevant as organizations move toward more integrated workforce models.

According to research from Everest Group, organizations continue to explore Total Talent approaches that bring permanent and contingent workforce strategies closer together, helping improve workforce visibility, planning and decision-making across the enterprise.

The strongest RPO partnerships are often built around this broader perspective. Rather than operating within a single hiring channel, they help organizations align workforce decisions with business needs, regardless of how the talent is ultimately engaged.

For organizations managing increasingly complex international recruitment programs, that flexibility can become a significant advantage as workforce requirements continue to change.

5. Can the provider adapt as your workforce needs change?

Most organizations do not evaluate an RPO provider because they expect hiring requirements to stay the same. Growth plans change, new markets emerge and workforce priorities shift in response to changing business and economic conditions. As a result, the recruitment model that works today may not deliver the scalability, flexibility and strategic support needed to meet future talent demands. That is why flexibility deserves more attention during the evaluation process.

Many providers can support a defined scope of recruitment activity. The more important question is what happens when that scope changes.

Can the provider scale hiring volumes up or down without disrupting delivery? Can they support entry into new markets? Can they adjust sourcing strategies as talent availability changes? For example, a provider may need to support rapid expansion in one region while helping reduce hiring activity in another without disrupting service quality.

Can they respond when demand shifts from permanent hiring to contingent workforce hiring, or vice versa?

These scenarios are no longer exceptions. For many enterprise organizations, they have become part of normal workforce planning.

The challenge is that some operating models are built for stability rather than adaptability. They perform well under predictable conditions but struggle when hiring demand changes quickly.

The providers that create the most long-term value are often those that build flexibility into the operating model from the start. They have the processes, technology and talent infrastructure to support changing workforce requirements without forcing organizations to redesign their hiring strategy every time business priorities shift.

A useful way to evaluate this capability is to ask for examples.

How has the provider helped clients navigate periods of rapid growth? How have they supported workforce transformation initiatives? What happened when hiring demand changed unexpectedly?

The answers often provide a clearer picture of future partnership value than current recruitment metrics alone.

After all, the real test of an RPO partnership is not how it performs when everything goes according to plan. It is how well it adapts when plans change.

6. Will the provider give you visibility, or just reporting?

Most RPO providers offer reporting dashboards.

The challenge is that reporting and visibility are not the same thing.

A monthly report can explain what happened. Visibility helps explain why it happened and what might happen next. As recruitment programs expand across regions, business units and talent channels, leaders need more than activity metrics. They need a clear view of hiring demand, talent availability, workforce trends and potential risks.

For example, if hiring slows in a particular market, can the provider explain why? If competition for a critical skill set is increasing, will that trend be visible before it starts affecting hiring performance? If workforce demand shifts unexpectedly, how quickly can leaders identify the impact?

These are the questions that reporting alone rarely answers.

Candidate experience research from Talent Board’s Candidate Experience Benchmark Research shows that organizations often struggle to identify hiring friction points until they begin affecting candidate drop-off rates, recruiter productivity and hiring outcomes. In many cases, the challenge is not a lack of data. It is a lack of visibility into what the data is revealing.

The most effective providers do more than present data. They help organizations interpret it.

When evaluating an RPO partner, ask how they turn workforce data into actionable insight. Can they identify trends, highlight risks and provide recommendations that support future workforce decisions? Can they connect hiring performance to broader workforce planning conversations?

Because visibility is not about knowing what happened last month. It is about having the information needed to make better decisions about what happens next.

7. How much innovation are you actually getting from the partnership?

Most RPO providers talk about innovation. The more important question is what that innovation looks like in practice.

Is it helping hiring teams solve real challenges? Is it improving decision-making? Is it creating a better experience for candidates and hiring managers? Or is it simply another technology update included in a quarterly review?

This is an important distinction because workforce challenges continue to evolve. New skill requirements emerge, candidate expectations change and advances in AI are reshaping how organizations attract, assess and engage talent.

A provider that relies on the same processes and sourcing strategies year after year may struggle to keep pace with those changes.

When evaluating a global RPO provider, ask how innovation is delivered across the partnership. How often are new ideas introduced? How are market insights translated into action? What investments are being made in technology, analytics and talent attraction strategies?

Research from Deloitte Global Human Capital Trends Report has repeatedly highlighted that organizations adopting leading workforce technologies and skills-based approaches are often better positioned to respond to changing talent market conditions. The advantage comes not from technology alone, but from how effectively it is applied to workforce challenges.

The strongest partnerships tend to treat innovation as an ongoing process rather than a one-time implementation. They continuously look for opportunities to improve hiring outcomes, strengthen workforce planning and create efficiencies across the talent lifecycle.

Because the value of an RPO partnership should increase over time, not remain the same as it was on day one.

8. Will the provider challenge your thinking, or simply execute requests?

Most organizations expect an RPO provider to deliver against agreed hiring objectives. The best partnerships often go a step further. They are willing to challenge assumptions, raise concerns and bring new perspectives to workforce discussions.

This matters because hiring challenges are not always recruitment challenges.

A role may be difficult to fill because compensation is no longer competitive. Hiring demand may be increasing because workforce planning has not kept pace with business growth. A business unit may request more recruiters when the real issue is an inefficient hiring process.

If a provider’s role is limited to executing requests, those conversations may never happen.

A useful question during the evaluation process is how the provider approaches strategic discussions. Do they bring market insights and benchmarking data to the table?

Do they challenge hiring assumptions when the evidence points elsewhere?

Can they help identify the root cause of a workforce challenge rather than simply responding to it?

The most valuable providers are often those that are comfortable asking difficult questions. Not to slow decision-making, but to help organizations make better decisions.

Over time, that perspective can become one of the most important benefits of the partnership. Recruitment delivery remains essential, but the ability to bring fresh thinking, challenge assumptions and help shape workforce strategy is often what separates a service provider from a strategic partner.

9. How will the provider support adoption across the organization?

A recruitment process outsourcing program can be well designed, supported by strong technology and backed by clear processes.

That does not guarantee success. The reality is that even the strongest hiring model delivers limited value if people do not use it consistently.

This is particularly important in global organizations, where hiring decisions are often made across multiple regions, business units and stakeholder groups. Different teams may have different expectations, local practices and ways of working.

Over time, those differences can create inconsistencies in hiring processes, reporting and workforce visibility. That is why adoption deserves attention during the evaluation process.

How will the provider engage hiring managers? What support will be available during implementation? How will new processes be introduced across different markets? What happens when resistance emerges or stakeholder priorities change?

These questions are easy to overlook when evaluating delivery capabilities, yet they often have a significant impact on long-term program success. The strongest providers understand that successful transformation is not only about process design. It is also about change management, stakeholder engagement and building confidence in the new way of working.

When adoption is high, organizations gain greater consistency, stronger visibility and better workforce outcomes. When adoption is low, even well-designed programs can struggle to deliver their intended value.

For that reason, it is worth evaluating not only how a provider will run the program, but how they will help the organization embrace it.

10. What will success look like three years from now?

Many RPO evaluations focus on immediate outcomes.

How quickly can roles be filled? What service levels will be achieved? How much operational support is available?

These are important questions, but they only address the early stages of the relationship.

A more valuable question is what the partnership will look like several years from now.

Will the provider still be helping the organization solve new workforce challenges? Will they continue bringing fresh ideas and recommendations? Will the hiring model evolve alongside business priorities, or remain largely unchanged after implementation?

The answer often determines whether an RPO relationship delivers lasting value or simply maintains day-to-day recruitment operations.

As workforce strategies become more complex, organizations increasingly need partners that can support growth, workforce transformation and changing talent demands over time. That may include expanding into new markets, integrating contingent workforce hiring, improving workforce planning or adopting new approaches to talent acquisition.

The strongest RPO partnerships are rarely defined by a single project or implementation. They change as business needs evolve.

When evaluating providers, ask for examples of long-term client relationships. How has the partnership changed over time? What measurable improvements were achieved after the first year? Did workforce visibility improve? Was hiring costs reduced? Did workforce planning become more predictable? How did the provider continue creating value as workforce priorities shifted?

These conversations often reveal more about future partnership potential than any service-level agreement or implementation plan.

Ultimately, the goal is not simply to select a provider that can support today’s hiring needs. It is to identify a partner that can help navigate the workforce challenges that have not emerged yet.

Closing thought

The right recruitment process outsourcing partner should do more than support hiring demand. They should help you improve workforce visibility, strengthen planning and create a more connected approach to permanent and contingent hiring.

As workforce complexity continues to grow, asking the right questions today can help prevent costly challenges tomorrow.

Ready to evaluate your RPO strategy?

See how AMS helps organizations align permanent and contingent hiring through a unified workforce strategy.

Talk to an expert

Frequently asked questions

How long does it take to implement a global RPO program?

Implementation timelines vary based on program scope, geographic coverage and technology requirements. Enterprise RPO programs can take several weeks to several months to fully implement. The process often includes discovery, process design, technology integration, stakeholder alignment and change management activities.

How does AMS support organizations beyond traditional RPO services?

AMS supports organizations through a broader workforce strategy approach that extends beyond recruitment delivery. In addition to RPO, AMS helps enterprises improve workforce visibility, talent intelligence, contingent workforce integration and workforce planning, enabling more connected decision-making across permanent and contingent hiring.

What metrics should organizations use to measure RPO success?

Organizations typically evaluate RPO success using metrics such as time-to-fill, quality of hire, candidate experience, hiring manager satisfaction and cost efficiency. Many enterprises also measure broader outcomes including workforce visibility, recruitment scalability, talent pipeline strength and alignment with workforce planning objectives.

When should an organization consider changing its current RPO provider?

Organizations should consider changing their RPO provider when hiring performance, workforce visibility, scalability or strategic support no longer meet business needs. Persistent gaps in recruitment outcomes and workforce planning often signal the need for a new approach.

About AMS

AMS powers talent strategies that deliver results, redefining a new era of talent driven by people, process, data and technology.

50M+ candidates assessed annually

2,000+ enterprise clients

40+ years of innovation

Learn more
Transform your hiring process

AMS offers digital innovation and responsible AI, providing agile talent acquisition solutions and talent consulting services that can scale with your business.

People in a meeting room around a laptop
Contact us
contingent workforce program

TL;DR

Contingent workforce management has outgrown the legacy MSP models built to support it. If your program has been running for three or more years, it is likely showing familiar signs: low adoption, limited sourcing innovation, poor workforce visibility, and flat cost performance. A next-generation approach combines workforce analytics, direct sourcing, and outcome-focused partnership to deliver real savings, better talent access, and a program your hiring managers will actually choose to use.

Your MSP solved the right problem. In a different era.

When your organization first implemented a managed service provider program, it brought real value. It centralized a fragmented supplier landscape, created process consistency, and gave finance and procurement a clearer line of sight into external workforce spend. 

That was then. 

Contingent workforce management has since fundamentally changed. According to SIA (Staffing Industry Analysts), the US contingent workforce market exceeded $200 billion in managed spend in 2025, and the complexity driving that spend has grown significantly. Contractors, freelancers, consultants, and statement-of-work talent now support critical functions across technology, AI transformation, operations, finance, and customer delivery. The skills being sourced are harder to find. Compliance requirements are more demanding. The expectations of hiring managers and contingent workers themselves are considerably higher. 

Most legacy MSP programs have not kept pace. They were designed around requisition processing and vendor coordination. They were not designed for proactive sourcing strategy, real-time workforce analytics, direct talent pipelines, or the branded hiring experience that drives program adoption rather than undermining it. 

The result is a familiar pattern: a contingent workforce program that looks functional on the surface, but is quietly losing ground on cost control, talent quality, and stakeholder trust. 

Signs your contingent workforce program has outgrown its MSP

The organizations that come to AMS about program modernization are rarely in crisis. They are in a slower, more frustrating situation: a program delivering diminishing returns, and an MSP that cannot explain why or offer a credible path forward. 

Here are some common signs of an underperforming contingent workforce program: 

  1. Limited sourcing innovation. The program is reactive, heavily reliant on the same vendor lists it has used for years. There is no direct sourcing capability, no talent pooling strategy, and no meaningful approach to sourcing high-demand skills in areas like AI, cybersecurity, or specialized engineering. 
  1. Low program adoption. A significant percentage of the contingent workforce is circumventing the managed program entirely. Hiring managers have found faster workarounds, which means unmanaged spend, compliance exposure, and workforce data that cannot be trusted. 
  1. Poor workforce visibility and reporting. The MSP delivers basic vendor metrics but not time-to-fill analytics, quality-of-hire data, diversity reporting, or the market intelligence procurement and talent leaders need to make strategic decisions. 
  1. Outdated technology. The VMS is slow, non-intuitive, and disconnected from the broader HR technology stack. The candidate experience does not reflect the organization’s employer brand. Contingent workers are processed as vendors rather than engaged as talent. 
  1. Stalled improvement. After the first year, incremental value starts to level off. Communications become transactional rather than innovative and strategic. 
  1. High cost from avoidable channels. The same agencies are being used as the default sourcing option because no alternative pipeline exists. Talent becomes repeatable because it’s sourced from the same well again, and again. 

If several of these are recognizable, the issue lies beyond simple configuration adjustment or performance management. It is structural and may require a deliberate program redesign. 

See how AMS approaches contingent workforce program consulting and diagnostics. 

Why workforce visibility is the biggest contingent workforce challenge

Most organizations experiencing these challenges believe the core issue is cost. Rather, it comes down to a case of visibility (or lack thereof). 

You cannot optimize contingent labor spend you cannot accurately see. When workforce activity fragments across business units, suppliers, and geographies without centralized governance, gaps accumulate quietly. Different teams engaging suppliers independently, disconnected systems, manual approval workflows, inconsistent onboarding, and surface-level reporting; these are not dramatic failures. They are the slow accumulation of workarounds that, over time, remove meaningful oversight from the people responsible for the program. 

In one AMS diagnostic engagement, the team uncovered more than $10 million in contingent workforce savings opportunities, the potential to consolidate 85% of suppliers, and an opportunity to bring an additional 88.6% of the external workforce into the managed program. The organization’s program appeared to be functioning. Beneath that, fragmentation had been building for years. 

That pattern, fragmentation well beyond what program owners realize, is consistent across industries and program sizes. It is rarely the result of negligence. It is the result of a contingent workforce program that was not built to maintain visibility as it scaled. 

The real contingent labor cost drivers most MSPs do not address 

Rate negotiations dominate contingent workforce cost discussions. They matter, but they are rarely the primary driver of long-term cost inefficiency. 

The larger cost problems tend to come from off-program hiring, duplicate suppliers, inflated agency markups, rates that drift out of alignment with market benchmarks, and reactive hiring cycles that generate unnecessary spend simply because a proactive sourcing alternative does not exist. Organizations that rely heavily on staffing agencies tend to stay in that model because they have not built alternative talent pipelines. Without direct sourcing capabilities, the cycle repeats with every requisition. 

According to Ardent Partners research, organizations that leverage a well-structured MSP program drive up to 65% higher cost savings year-over-year compared to unmanaged approaches. But sustainable contingent labor cost reduction goes further than program structure alone, it requires better supplier governance, stronger workforce analytics, improved workforce planning, and program adoption high enough that the data driving those decisions is actually reliable. 

When those elements work together, the results are substantial. For a leading global financial institution, AMS delivered more than $12 million in savings alongside 21.1% savings per placement, with 98% hiring manager satisfaction. For a global hospitality organization, AMS delivered more than $10 million in annual savings, with 25.5% savings per placement and 93% of requisitions filled without agency involvement. Across AMS client programs collectively, that translates to more than $111 million in annual cost savings. Those results do not come from negotiating harder with suppliers. They come from redesigning how the program sources, governs, and operates. 

Why program adoption is the most expensive problem you are not measuring

If your hiring managers have found a way around your contingent workforce program, they are not being difficult. They are responding rationally to a program that is not working for them. 

Slow approvals, difficult systems, inconsistent candidate quality, sourcing teams that cannot move at the pace hiring requires, each creates a rational incentive to go off-program. The downstream effects compound quickly: unmanaged contingent spend, inconsistent onboarding, fragmented workforce data, and compliance exposure that grows every time a worker is engaged outside the governance structure. 

Stricter enforcement does not fix this. A better program experience does. 

This is why branded program design – hiring workflows that reflect the organization’s employer value proposition, intuitive technology, and sourcing quality that earns hiring managers’ trust, is increasingly central to what next-generation contingent workforce management delivers. For a leading UK-focused bank, AMS managed more than 15,000 SOWs, impacted £1 billion in workforce spend, and delivered £40 million in savings and cost avoidance across 17 countries. That level of adoption does not come from compliance enforcement. It comes from a program that is genuinely better than any available workaround. 

What next-generation contingent workforce management looks like 

The phrase “next-generation MSP” has grown in recent years within the contingent hiring space. It describes a structural shift that several organizations are looking for: from transactional vendor management to talent-centric, experience-driven, insight-led workforce partnership. 

In practical terms, that means several things that most legacy contingent workforce programs do not currently offer: 

  1. Proactive sourcing strategy, not reactive vendor coordination. Role-by-role sourcing insights, direct sourcing pipelines, strategic supplier networks, and access to niche channels for high-demand skills, all before a requisition reaches a staffing agency. 
  1. Real workforce intelligence. Benchmarked rate data, time-to-fill analytics, quality-of-hire reporting, diversity of candidate slate, predictive demand forecasting, and compliance risk identification. The kind of contingent workforce analytics that allow procurement and talent leaders to optimize the program rather than simply monitor it. 
  1. Technology that works. AMS partners with more than 300 workforce technology vendors and has delivered more than 1,000 client implementations, with ethical AI capabilities built into program design. For Deloitte, AMS manages 700 helpdesk queries per month, 12 active integrations, and 120 system changes annually, the operational depth required to keep a complex, evolving technology environment running effectively. 
  1. Certified expertise, not generalist administration. AMS programs are run by CIPS and CCWP-certified procurement and talent specialists. Recognized as a Star Performer in the Everest Group PEAK Report for Contingent Workforce Management, AMS also brings 15 consecutive years of leadership in the Everest RPO PEAK Matrix to every engagement. 
  1. Independence from staffing agency ownership. AMS operates without conflicts of interest from staffing agency ownership. Sourcing decisions are made in the client’s interest, not in service of filling the MSP’s own agency pipeline – a meaningful distinction when redesigning supplier strategy. 
  1. Scalability when it counts. Following COVID-19, AMS rapidly scaled to 225 resources for a leading airline company to fill more than 21,000 contingent and permanent roles. Scalable program design, backed by 12 global capability centers, means workforce demand can be met quickly when business conditions require it. 

Learn more about AMS Contingent Workforce Solutions. 

Next-generation MSP is a natural shift toward a Total Talent approach. It requires more than just a switch in tools or suppliers, but realigning how an organization think about work, talent and workforce strategy. Often, the first step is a thorough diagnostic of the existing program to understand where the gaps are, and which issue should be prioritized for the greatest impact in the near and long-term.

Direct sourcing: from contingent workforce differentiator to standard strategy

Organizations with heavy agency dependency tend to remain in that cycle because they have not built an alternative. Every role that goes to an agency is a role that did not leverage the organization’s employer brand, did not build a reusable talent pool, and did not generate the candidate data that improves sourcing performance over time. 

AMS branded direct sourcing changes that. By leveraging the client’s employer value proposition, AMS builds client-owned talent pools that reduce agency reliance, improve candidate quality, accelerate hiring speed, and create more consistent contingent workforce experiences , including for contractors and freelancers who increasingly choose their engagements based on how organizations treat them. 

According to Ardent Partners and Future of Work Exchange research, nearly 70% of businesses now have some elements of direct sourcing in place, yet only 11% have a full end-to-end program running. For most organizations, the majority of the value direct sourcing can deliver remains unrealized. As program adoption continues to grow, direct sourcing capability is increasingly what separates next-generation programs from those still operating on legacy models. 

Explore AMS Branded Direct Sourcing. 

Services procurement: the workforce visibility gap that keeps growing 

Many organizations manage contingent labor and services procurement through entirely separate processes. The result is a growing visibility gap across statement-of-work engagements, project-based consulting spend, outsourced services, and supplier accountability. This exact gap will expand in proportion to how much SoW spend is increasing. 

Integrating services procurement into a unified contingent workforce management strategy, managed by CIPS-certified professionals, improves spend visibility, supplier governance, workforce tracking, and compliance oversight across the full external workforce. 

The Public Sector Resourcing program in the UK illustrates the scale of what becomes possible: more than 100,000 roles filled, $540 million in savings since launch in 2018, and a proprietary talent pool of more than 40,000 individuals. 

Learn more about AMS Services Procurement.

Three contingent workforce management priorities for enterprise leaders

  1. Get an honest picture of where your program actually stands  

Most organizations lack a clear view of the size of their workforce visibility gap, the volume of off-program activity, or where the largest cost opportunities are. A comprehensive diagnostic, which includes benchmarking rates against market data, assessing supplier performance, mapping unmanaged spend, and reviewing technology and governance, provides the foundation for making the case for change and choosing the right path forward. 

  1. Build a sourcing strategy that does not default to agencies

Supplier rationalization combined with direct sourcing and access to niche supplier channels changes the cost structure of contingent hiring sustainably. It also improves candidate quality and reduces the time-to-fill variance that causes hiring managers to lose confidence in the program. 

  1. Redesign forgreater adoption, visibility and cost control 

A next-generation contingent workforce program is one that hiring managers choose to use because it is better than the alternative. Branded program design, modern technology, and consistent candidate quality create the adoption that makes every other metric improve.

Questions to ask about your current contingent workforce program

Sourcing and talent quality 

  • Is your MSP proactively building talent pipelines for high-demand skills, or primarily coordinating existing vendor lists? 
  • Do you have a direct sourcing capability? If not, what is the long-term cost of that agency dependency? 
  • Are hiring managers satisfied with candidate quality and speed, or routinely finding their own channels? 

Workforce visibility and analytics 

  • Can you accurately track all contingent workers, including SOW and freelance engagements, globally? 
  • Are workforce rates benchmarked consistently against real market data? 
  • Is your workforce data reliable enough to support strategic planning decisions? 

Technology and experience 

  • Is your VMS intuitive enough that hiring managers want to use it? 
  • Does the contingent candidate experience reflect your employer brand? 
  • Is your MSP actively leveraging current technology, or managing accumulated technical debt? 

Cost and value 

  • When did your program last deliver a meaningful improvement in cost per placement? 
  • Are you confident your MSP is exhausting lower-cost sourcing channels before releasing roles to agencies? 
  • Is your provider genuinely invested in your outcomes, or focused on maintaining the status quo? 

Compliance and governance 

  • Are worker classification processes standardized across regions and business units? 
  • Can compliance risks be identified proactively, before they become liabilities? 
  • What percentage of your contingent workforce is currently outside the managed program? 

Programs that cannot answer these questions with confidence are carrying more risk and more unmanaged contingent spend than their current reporting suggests. 

The case for evolving your contingent workforce management strategy 

Organizations are discovering that legacy contingent workforce programs are not meeting today’s business needs. Evolving the program is crucial because business outcomes directly depend on the speed, quality, and diversity of talent sourcing. Leading organizations that have done this are seeing greater workforce visibility, dramatic cost savings, and improved program experiences that earn higher adoption. 

Legacy MSP programs that are not evolving will keep producing the same outcomes: rising contingent labor costs, inconsistent workforce quality, growing unmanaged spend, and compliance exposure that accumulates quietly. These issues propagate over time and dull an organization’s competitive edge to attract high quality talent. 

Getting it right starts with an honest assessment of where the gaps are. AMS works with organizations through consulting diagnostics, next-generation MSP design, branded direct sourcing, services procurement, and insourced VMO support , tailored to each client’s specific maturity, priorities, and workforce strategy. With $2.3 billion in MSP spend under management, $1.1 billion in services procurement spend, and 40,000 workers under management globally, AMS brings the scale, expertise, and track record to deliver change that lasts. 

Ready to assess where your contingent workforce program stands? Speak with an AMS expert to identify opportunities to improve visibility, control, and cost-efficiency across your external workforce. 

Frequently asked questions

What is contingent workforce management?  

Contingent workforce management is the strategic process of sourcing, governing, and optimizing external workers , including contractors, freelancers, temporary workers, consultants, and statement-of-work engagements. It combines workforce visibility, supplier governance, compliance management, analytics, and sourcing strategy to improve cost control and hiring outcomes across the non-permanent workforce. 

What is a next-generation MSP program?  

A next-generation MSP moves beyond transactional vendor management to deliver workforce analytics, proactive direct sourcing, branded candidate experiences, compliance management, and talent acquisition expertise aligned with the organization’s broader workforce strategy. It functions as a strategic talent partner rather than an administrative vendor coordinator. 

How do I know if my contingent workforce program needs to be replaced?  

Key indicators include low program adoption, limited sourcing innovation, poor workforce visibility, outdated technology, flat cost performance year over year, and an MSP that is maintaining operations rather than driving continuous improvement. A structured diagnostic is the most reliable way to quantify the scale of those gaps.

What makes AMS different from other MSP providers? 

 AMS operates without conflicts of interest from staffing agency ownership, is staffed by CIPS and CCWP-certified procurement and talent specialists, and partners with more than 300 workforce technology vendors across more than 1,000 client implementations. Recognized as a Star Performer in the Everest Group PEAK Report for Contingent Workforce Management, AMS delivers outcome-focused program design tailored to each client’s specific workforce strategy. 

How do I know if my contingent workforce program needs to be replaced? 

Key indicators include low program adoption, limited sourcing innovation, poor workforce visibility, outdated technology, flat cost performance year over year, and an MSP that is maintaining operations rather than driving continuous improvement. A structured diagnostic is the most reliable way to quantify the scale of those gaps. 

About AMS

AMS powers talent strategies that deliver results, redefining a new era of talent driven by people, process, data and technology.

50M+ candidates assessed annually

2,000+ enterprise clients

40+ years of innovation

Learn more
Transform your hiring process

AMS offers digital innovation and responsible AI, providing agile talent acquisition solutions and talent consulting services that can scale with your business.

People in a meeting room around a laptop
Contact us
10 talent consulting services deliverables for workforce optimization

TL;DR

Effective talent consulting services deliver more than recommendations. The most valuable engagements produce workforce assets such as skills taxonomies, skills gap assessments, workforce optimization roadmaps, workforce analytics frameworks, and global workforce strategies that strengthen skills development, improve organizational effectiveness, and support long-term business growth. For mid-market companies, these deliverables provide the structure needed to make workforce decisions more strategically and with greater confidence

Here is a question worth sitting with: when your organization last brought in talent consulting services, what did you actually walk away with? 

If the answer is a slide deck and a list of recommendations, that experience is more common than it should be. The global workforce optimization market is valued at $12.24 billion in 2026 and projected to reach $19.58 billion by 2030. That is a substantial investment in external expertise. The organizations getting real returns are not paying for advice. They are commissioning specific outputs that change how the workforce is understood, built, and deployed. 

The 10 deliverables below define what that looks like in practice. Each one includes a decision criteria table so you can assess whether it belongs in your next engagement before the conversation with any provider starts. 

At a glance: 10 talent consulting deliverables for workforce optimization

#DeliverableBest forKey Impact
1Skills TaxonomyAll companies building workforce planningCommon language across borders
2Skills Gap AssessmentOrganizations in transformationPrioritized risks & opportunities
3Workforce Optimization RoadmapTeams with data but no execution planSequenced action
4Role Architecture & Job DesignFast-growing or recently restructuredClarity, mobility, fair pay
5Build-vs-Buy Capability AnalysisMaking big capability investmentsSmarter spend decisions
6Workforce Analytics Infrastructure AssessmentHR teams struggling with disconnected dataDecisions based on reality
7Talent Acquisition Operating Model DesignScaling mid-market companiesTA becomes truly strategic
8Global Workforce Strategy & Market Entry PlanCompanies expanding geographicallyFaster, lower-risk market entry
9DEIB Talent StrategyOrganizations stuck on diversity metricsSystemic inclusion
10Change Management & Capability Transfer PlanEvery single engagementLasting change, not consultant dependency

 

How to prioritize talent consulting deliverables

Not every organization needs all 10 deliverables at once. The most effective talent consulting engagements start by identifying the workforce challenge that will have the greatest impact on business performance.

If your challenge is…Start with…
Limited visibility into workforce capabilitiesSkills taxonomy
Persistent skills shortagesSkills gap assessment
Workforce plans are not translating into actionWorkforce optimization roadmap
Recruiting costs continue to riseBuild-versus-buy capability analysis
Workforce decisions rely on incomplete dataWorkforce analytics infrastructure assessment
Talent acquisition is struggling to scaleTalent acquisition operating model design
Geographic expansion is plannedGlobal workforce strategy and market entry talent plan
Diversity outcomes are not improving

DEIB talent strategy

Many organizations ultimately need several of these deliverables. The question is not where to finish. It is where to start.

1. Skills taxonomy

A skills taxonomy is a structured, organization-specific library of capabilities mapped to roles, functions, levels, and career pathways. 

Think of it as the dictionary your entire workforce strategy needs before it can have a conversation with itself. Without one, a “data analyst” in your Singapore office and a “data analyst” in your Chicago office might have almost nothing in common in terms of actual skills, and no one knows. Talent consulting services develop it through a combination of top-down strategy sessions with business leaders and bottom-up job analysis with the people actually doing the work. The result is a living framework, not a static document. 

According to research drawing on BCG data, 98% of executives agree skills are becoming the primary lens through which organizations define work and value employees. Yet only 8% have reliable data on what skills their workforce actually possesses. The taxonomy is what closes that gap. 

Decision criteria

  • Commission when: No shared capability language, job architectures untouched for 3+ years.
  • Timeline: 6–10 weeks.
  • Owner after: HR with business unit input.
  • Outcome: Faster internal mobility, sharper L&D spend, consistent global hiring.

2. Skills gap assessment report

A skills gap assessment maps the distance between current workforce capability and the skills required to execute the business strategy over a defined horizon. 

This is where most organizations get their first honest look at workforce risk, and it is often uncomfortable. The World Economic Forum’s Future of Jobs Report 2025 found that 63% of employers cite the skills gap as their single greatest barrier to transformation. What makes a well-conducted gap assessment genuinely useful is not the list of gaps it produces. It is the prioritization: which gaps create immediate risk, which ones threaten future growth, and which ones are real but manageable through what already exists internally. Getting that distinction right is the difference between an action plan and an overwhelming backlog. 

Decision Criteria

  • Commission when: Major business change, tech transformation, or market expansion.
  • Typical timeline: 8–12 weeks.
  • Internal owner: HR leadership + business unit heads.
  • Primary outcome: Clear prioritized inventory for hiring, L&D, and board-level workforce risk reporting.

3. Workforce optimization roadmap

A workforce optimization roadmap translates skills gap findings into a sequenced action plan: what needs to happen, in what order, by whom, and by when. 

This is the deliverable that determines whether a consulting engagement produces lasting change or a report nobody acts on. More than 60% of enterprises rely on external consulting to improve decision-making, yet the engagements that fail almost always share the same flaw: the roadmap lands without defined ownership or governance, sits in a shared drive, and gets revisited once a year in a planning meeting where everyone agrees it is still relevant and nothing changes. A proper roadmap is built with business unit owners in the room, not presented to them afterward. 

Decision Criteria

  • Commission when: You have gap data but no clear execution plan.
  • Typical timeline: 4–6 weeks (after gap assessment).
  • Internal owner: CHRO with business unit accountability.
  • Primary outcome: Reduced reactive hiring, better alignment between workforce and business planning.

How AMS approaches talent consulting for mid-market and global organizations 

AMS delivers structured workforce optimization programs that connect skills strategy to measurable business outcomes.

Explore our talent consulting approach.

4. Role architecture and job design framework

A role architecture framework defines how work is organized across the organization: the structure of job families, levels, and accountability that determines how capability is deployed. 

For mid-market companies especially, role architecture tends to be the thing nobody touches until it becomes a crisis. Companies that have scaled fast carry job titles and role definitions that no longer reflect the actual work being done. The result shows up everywhere: compensation benchmarking that produces wildly inconsistent results, internal mobility that looks good on paper but never materializes, and hiring managers writing job descriptions from memory because the official ones are three years out of date. Rebuilding role architecture through a talent consulting engagement means designing it against the future operating model, not the org chart that exists today. 

Decision Criteria

  • Commission when: Rapid growth or recent restructuring; inconsistent compensation benchmarking.
  • Typical timeline: 8–14 weeks.
  • Primary outcome: Faster time-to-fill, higher hiring manager confidence, and clearer career pathways.

5. Build-versus-buy capability analysis

A build-versus-buy capability analysis provides a structured, evidence-based framework for deciding whether capability gaps should be closed through internal development, targeted hiring, contingent arrangements, or partnership models. 

Getting this wrong costs organizations in both directions, and both failures are common. Hiring externally for capabilities that could have been built more cheaply from within drives up cost-per-hire and creates dependency on a market that may not cooperate at the moment you need it most. Investing in internal development for capabilities that the market can supply faster than you can grow them creates delay the business cannot absorb. The analysis triangulates internal development velocity, external talent availability, and strategic urgency to produce a recommendation that is specific rather than theoretical. 

McKinsey’s 2025 HR Monitor Survey found that only 12% of organizations are planning workforce needs three or more years ahead. Build-versus-buy analysis is the mechanism that makes planning at that horizon actionable rather than speculative. 

Decision Criteria

  • Commission when: Facing major capability investments or budget pressure.
  • Typical timeline: 4–6 weeks.
  • Primary outcome: Lower total cost of capability and faster time-to-productivity.

6. Workforce analytics infrastructure assessment

A workforce analytics infrastructure assessment identifies the gaps in an organization’s data architecture and recommends the changes required to make evidence-based workforce decisions possible. 

Here is the honest reality for most mid-market HR teams: the data exists, it just does not talk to itself. Skills data in the HRIS. Performance data in a separate system. Hiring data in the ATS. Learning completions in the LMS. None of it reconciled. Decisions made on instinct and spreadsheets built by someone who left two years ago. McKinsey places the productivity potential of properly applied AI at $4.4 trillion, but that potential only materializes when the data infrastructure actually supports the tools being deployed. This assessment tells organizations exactly where the gaps are and what to fix first.

Decision Criteria

  • Commission when: Workforce decisions rely on spreadsheets and gut feel.
  • Typical timeline: 4–8 weeks.
  • Primary outcome: Faster, more accurate reporting and better ROI on HR technology.

7. Talent acquisition operating model design 

A talent acquisition operating model defines how recruiting is resourced, structured, governed, and connected to business planning. 

For mid-market organizations, this model is almost always inherited rather than designed. It reflects decisions made when the company was smaller, in different markets, hiring different types of people. And because nobody ever stops to redesign it formally, it accumulates workarounds: agencies used not because they are the right tool but because the internal team does not have capacity, processes that vary by hiring manager, reporting that nobody reads. A redesigned operating model does not just make TA more efficient. It repositions the function as a strategic partner rather than a transactional service. 

Decision Criteria

  • Commission when: Business growth has outpaced TA capacity.
  • Typical timeline: 6–10 weeks.
  • Primary outcome: Measurable drops in time-to-fill and cost-per-hire.

8. Global workforce strategy and market entry talent plan

A global workforce strategy maps the talent dimensions of geographic expansion before the hiring process begins and the gaps become visible. 

Organizations that treat market entry as a business problem and workforce planning as a separate HR problem reliably end up solving both at the wrong time. The global average time-to-hire is 44 days. AI-powered workflows are cutting this to under 25 days. But for roles requiring local regulatory knowledge, market-specific technical expertise, or senior leadership capability in a new geography, even 25 days is not the constraint. The constraint is not having the intelligence, the employer brand positioning, and the pipeline in place before the business needs the people. This deliverable closes that gap.

Decision Criteria

  • Commission when: Planning expansion into new geographies in the next 12–24 months.
  • Typical timeline: 8–12 weeks per market.
  • Primary outcome: Faster time-to-productivity and lower early attrition in new markets.

9. DEIB talent strategy

A DEIB talent strategy embeds equitable hiring, development, and progression practices into the talent operating model so that diversity outcomes are the result of systematic process design rather than individual effort or periodic initiative. 

The distinction between having a DEIB program and having a DEIB talent strategy is significant, and most organizations are still on the wrong side of it. Programs are events: a training rollout, a hiring campaign, an ERG initiative. Strategies are structural: the screening criteria are audited for bias, the interview process is standardized, the promotion data is reviewed quarterly, and the accountability sits at business unit level rather than entirely with HR. Deloitte’s 2026 Global Human Capital Trends research is consistent on this point: organizations that embed inclusion into the design of work rather than layering it on top consistently outperform on both diversity outcomes and overall workforce performance metrics. 

Decision Criteria

  • Commission when: Diversity metrics are not improving despite genuine effort.
  • Typical timeline: 8–12 weeks.
  • Primary outcome: Broader candidate pools and stronger belonging scores.

10. Change management and capability transfer plan

A change management and capability transfer plan defines how the organization will adopt the outputs of the consulting engagement, build internal ownership of new frameworks, and sustain improvements after the consulting relationship ends. 

This is the deliverable that should anchor every talent consulting engagement and is the one most frequently treated as an afterthought. The pattern is recognizable: a well-designed framework gets delivered, the consulting team exits, and 18 months later the organization is doing things largely the same way it was before because nobody was explicitly equipped to own the new model. For mid-market companies in particular, this is not acceptable. The point of a consulting engagement is to build capability that the organization retains. A capability transfer plan that is built in from the start rather than appended at the end is one of the clearest signals that a consulting partner is genuinely invested in client success rather than continued dependency. 

Decision Criteria

  • Commission when: Always. No exceptions.
  • Primary outcome: Internal ownership and sustained results long after the project ends.

The question worth asking before you engage anyone 

The 10 deliverables above share a common thread: they are only valuable if the consulting partner has the sector knowledge to make them specific, the methodology to make them rigorous, and the commitment to make them transferable. 

Generic deliverables produced from a template, without genuine understanding of the organization’s sector, growth stage, and workforce composition, produce outputs that look thorough and act superficially. The screening question for any talent consulting engagement is not “what will you deliver?” It is “show me an example of this deliverable applied to an organization like ours, and walk me through the outcomes it produced.” 

Partners who can answer that question with specificity are worth the conversation. Those who cannot are selling consulting hours. 

Explore how AMS delivers talent consulting for global mid-market organizations.

All 10 deliverables: outcomes summary

#DeliverableBest forKey Impact
1Skills TaxonomyAll companies building workforce planningCommon language across borders
2Skills Gap AssessmentOrganizations in transformationPrioritized risks & opportunities
3Workforce Optimization RoadmapTeams with data but no execution planSequenced action
4Role Architecture & Job DesignFast-growing or recently restructuredClarity, mobility, fair pay
5Build-vs-Buy Capability AnalysisMaking big capability investmentsSmarter spend decisions
6Workforce Analytics Infrastructure AssessmentHR teams struggling with disconnected dataDecisions based on reality
7Talent Acquisition Operating Model DesignScaling mid-market companiesTA becomes truly strategic
8Global Workforce Strategy & Market Entry PlanCompanies expanding geographicallyFaster, lower-risk market entry
9DEIB Talent StrategyOrganizations stuck on diversity metricsSystemic inclusion
10Change Management & Capability Transfer PlanEvery single engagementLasting change, not consultant dependency

 

The bottom line

The best talent consulting engagements don’t end with recommendations. They end with frameworks, models, and internal capability that your team actually owns.

If you’re tired of paying for pretty reports that gather digital dust, it’s time to demand better deliverables.

AMS is the trusted partner for mid-market and global organizations, connecting workforce strategy with the people and capability needed to turn business vision into reality. Our talent consulting services are built to deliver concrete outputs that create lasting workforce capability, not recommendations that sit in a shared drive.

Ready to build a workforce that truly supports your ambitions?

Talk to AMS about workforce optimization.

Frequently asked questions

What do talent consulting services deliver for mid-market companies? 

Talent consulting services for mid-market companies deliver a combination of diagnostic outputs, such as skills gap assessments and workforce analytics reviews, and design outputs, such as skills taxonomies, role architectures, and talent acquisition operating models. The most effective engagements also include a structured capability transfer plan that equips the internal team to own and maintain the frameworks after the consulting relationship ends. 

How do talent consulting services support skills development in mid-market companies? 

Talent consulting services support skills development by establishing a clear picture of current workforce capability through a skills gap assessment, then designing a prioritized development roadmap that sequences L&D investment against the highest-impact gaps. They also build the foundational infrastructure, including skills taxonomies and workforce analytics data, that makes skills development measurable and repeatable without ongoing external support. 

Which talent consulting firms focus on workforce optimization for global companies? 

Talent consulting firms that focus on global workforce optimization combine multi-country delivery capability with deep sector expertise and workforce analytics infrastructure. Organizations recognized for global workforce optimization capability include large-scale specialist providers with demonstrated results across complex, multi-geography programs. AMS is consistently assessed in leading analyst frameworks such as Everest Group’s RPO PEAK Matrix for its ability to deliver workforce solutions at global enterprise scale while maintaining local market depth across all major hiring geographies. 

What is the difference between talent consulting and HR consulting? 

HR consulting typically covers the broader people function, including organizational design, compensation strategy, HR operations, and employment law. Talent consulting is more specifically focused on the talent lifecycle: how organizations source, assess, hire, develop, and retain the workforce capability required to execute their strategy. There is meaningful overlap, but talent consulting services are generally more focused on skills, capability, and workforce planning than on broader HR governance. 

How long does a talent consulting engagement typically take for a mid-market company? 

A focused skills gap assessment for a defined function or geography can be completed in six to eight weeks. A full workforce optimization program covering skills taxonomy, gap assessment, role architecture, operating model design, and roadmap delivery typically takes four to six months. Phased approaches that deliver the highest-priority outputs first are usually more effective than attempting a comprehensive scope from day one. 

About AMS

AMS powers talent strategies that deliver results, redefining a new era of talent driven by people, process, data and technology.

50M+ candidates assessed annually

2,000+ enterprise clients

40+ years of innovation

Learn more
Transform your hiring process

AMS offers digital innovation and responsible AI, providing agile talent acquisition solutions and talent consulting services that can scale with your business.

People in a meeting room around a laptop
Contact us
Contingent Workforce Solutions and Demand Forecasting: What Most Programs Get Wrong

TL;DR

Contingent workforce demand forecasting remains one of the biggest blind spots in workforce strategy. Many organizations lack the visibility, analytics, and governance needed to accurately predict contingent labor demand, leading to budget overruns, compliance risk, and inefficient workforce planning. Organizations that connect contingent workforce solutions with workforce analytics, financial planning, and global compliance are gaining greater control over labor costs, talent availability, and workforce agility.

Here is a scene that plays out in enterprises all over the world, every single quarter. A budget reconciliation lands on Finance’s desk. The contingent workforce spend line is off, again. Not dramatically, but enough to require an explanation that nobody has a clean answer to. The MSP did its job. The suppliers filled the roles. The program technically ran.

So where did the variance come from?

From a workforce that was never actually planned. Just responded to.

That is the core problem with how many organizations still manage contingent labor in 2026. The challenge is not supplier performance or technology capability. It is that a workforce which now represents a significant share of total labor capacity is still managed through processes designed for a much smaller, more transactional program. Contingent hiring remains reactive when it should be planned, strategic when it should be integrated, and increasingly disconnected from the workforce forecasts driving broader business decisions.

AMS research estimates that approximately 38% of the US workforce is already contingent, with projections putting that figure at 50% by 2035. The global contingent workforce management market was valued at $10.2 billion in 2025 and is expected to reach $25.6 billion by 2034. At that scale, reacting is not a strategy. It is just a slower way of losing control.

What makes it hard to forecast demand for contingent workforce solutions

It would be convenient if this were a technology problem. Buy the right platform, connect the right systems, and the forecast appears. It is not that simple.

Contingent workforce demand is structurally harder to predict than permanent headcount because it does not follow a clean approval chain. Permanent hiring is sequential: role approved, job posted, offer made. Contingent demand is driven by project timelines that shift, SOW renewals that get decided late, seasonal surges that were flagged in a meeting and then forgotten, and hiring managers who genuinely do not know what they will need in 90 days because their business line does not know either.

The data problem makes it worse. AIHR research based on Indeed Flex findings puts the number plainly: 75% of HR leaders struggle with cost visibility for their contingent workforce, and 70% lack workforce oversight because of legacy systems. Think about what that means in practice. Three quarters of the people responsible for managing this workforce cannot see it clearly. And the data that would help them is split across a VMS, an HRIS, a procurement system, and a set of spreadsheets that someone’s coordinator maintains.

Worker classification adds another layer that most forecasting conversations skip entirely. The engagement model that works in one market may be legally off-limits in another. Any forecast worth trusting has to carry a classification assumption for each active geography, which is work that most programs have never formalized.

The organizations that forecast contingent demand accurately are not running more sophisticated models. They have better data discipline. That distinction matters because it changes where the investment needs to go.

Read also: How AMS approaches contingent workforce program design

Why global firms struggle to control contingent workforce costs

Here is the version of events that Finance usually hears: the market got more expensive, suppliers pushed rates up, there was an urgent project that required premium talent. All of that may be true. None of it is usually the real reason costs ran over plan.

The real reason is almost always structural. Atrium’s analysis of contingent workforce finance priorities for 2026 identifies it precisely: without visibility into assignment durations, upcoming project needs, or total headcount, forecasts lack the precision needed to prevent overruns. By the time Finance sees the variance, the spend has already happened. The conversation becomes retrospective, and the corrective action lands in next quarter’s plan rather than this quarter’s spend.

Three things consistently drive this in global organizations.

The first is decentralized procurement without anyone actually watching the whole picture. Different business units engage suppliers on their own terms, often with little visibility into how rates compare across the broader program. Without centralized oversight, organizations miss opportunities to benchmark suppliers consistently and identify situations where multiple teams are paying different rates for the same category of talent.

The second is spend that never enters the managed program at all. When the MSP or VMS channel feels too slow or too rigid, hiring managers go around it. That spending is invisible until an invoice arrives. It never makes it into the forecast.

The third is the cost layer that global programs frequently underestimate: compliance. Employer-of-record fees, local tax obligations, mandatory benefits, and worker classification requirements vary significantly across markets. A rate card built on global averages is not a cost model. It is an optimistic assumption waiting to be corrected.

How contingent workforce solutions affect talent analytics in large enterprises

The most common version of talent analytics in a large enterprise is two separate systems that do not talk to each other:

  • Permanent workforce data sits in the HRIS.
  • Contingent workforce data sits in the VMS.

Both produce reports. Neither produces a complete picture.

That separation has real consequences. Staffing Industry Analysts estimates total contingent spend in the US at $1.1 to $1.3 trillion annually. For individual enterprises, contingent labor often represents a material and chronically underreported share of total labor cost. When those who spend their lives in a separate system from permanent compensation, the CFO is making decisions about total workforce cost with an incomplete dataset. The board is looking at a number that leaves out a significant part of the actual figure.

When contingent workforce solutions are properly integrated with permanent workforce data, a few things shift, like:

  1. Finance gains a fully loaded cost picture.
  2. Procurement gains supplier performance data that is benchmarked against actual outcomes rather than self-reported metrics.
  3. HR gains visibility into skills coverage across the total workforce, not just the permanent headcount.

The predictive layer matters too. Research on AI-driven workforce platforms suggests that when sufficient historical data is available, these tools can forecast workforce needs with up to 85% accuracy. That number is achievable. It requires the integrated data foundation to operate against, which most enterprises are still building.

The barrier is rarely capability. The tools exist. What has not happened yet in most programs is the organizational decision to connect the systems, normalize the data, and govern the output with the same rigor applied to financial reporting.

Read also: How workforce analytics improve contingent workforce program outcomes

Which contingent workforce solutions work best for mid-market multinational companies

Mid-market multinationals are in a genuinely awkward position. The geographic complexity of their contingent programs is enterprise-level: multiple regulatory jurisdictions, multi-currency spend, and classification rules that vary by market. The internal resources available to manage that complexity are not.

They cannot staff a dedicated workforce analytics function. They do not have the supplier panel negotiating leverage of a Fortune 500 program. They often have one person, maybe two, running the CWS function alongside other responsibilities.

The solutions that actually work for this segment share three qualities.

  • They consolidate visibility across all contingent channels so that one person can see the full picture without pulling from five different systems.
  • They manage compliance as a service rather than handing the internal team a framework and expecting them to operationalize it across six markets.
  • And they are scoped and costed in proportion to the program, not priced for enterprise scale and then discounted.

For most mid-market multinationals, the right starting point is an MSP engagement with integrated VMS technology and employer-of-record capability in the markets where classification complexity is highest. CXC Global’s research on contingent workforce best practices consistently points to EOR infrastructure as the single highest-value compliance investment for multinationals operating in new or complex jurisdictions.

Direct sourcing and total talent management become achievable as the program matures and data quality improves. They are not the right starting point for most mid-market teams.

Read also: How AMS supports mid-market and enterprise contingent workforce programs

Top contingent workforce solutions for complex global staffing

For programs operating across five or more countries with meaningful contingent spend in each, the evaluation differs from that of a domestic program. Rate competitiveness matters, but it is not the first question.

The first question is compliance depth in each active market. Classification rules, EOR requirements, and right-to-work verification are not interchangeable across geographies. A provider with global coverage at the program level may have very thin compliance infrastructure in specific markets. That gap does not show up until there is an audit.

The second is whether the technology produces a consolidated spend view across all markets, currencies, and engagement types in real time. Budget control at global scale is not possible without it. Quarterly reconciliation is not workforce management. It is forensic accounting.

Supplier network depth in specific geographies and role categories is the third variable that gets underweighted. Global coverage is not the same as depth in the markets that actually matter to the program. Fill rates and time-to-fill in those specific locations are the right metrics to interrogate during evaluation.

Everest Group’s Contingent Workforce Management and MSP PEAK Matrix assesses leading providers against these criteria at enterprise scale. AMS holds STAR Performer recognition in that framework, with $2.3 billion in MSP spend under management, $1.1 billion in services procurement spend, and delivery infrastructure across 12 global capability centers. Across all AMS client programs, more than $111 million in annual cost savings have been delivered collectively.

The programs that perform best in complex global environments share something more than technology or supplier scale. They have a governance structure that connects the forecast to the financial plan, a partner accountable for outcomes rather than just process administration, and data that is complete enough actually to support a decision.

What leading contingent workforce programs do differently

The organizations forecasting contingent workforce demand most accurately are not necessarily using more sophisticated technology. They are operating with stronger workforce data, clearer governance, and tighter alignment between workforce planning and business planning.

Three characteristics appear consistently:

  • Workforce forecasts are connected to financial planning cycles
  • Contingent and permanent workforce data are viewed together
  • Accountability for workforce outcomes extends beyond procurement and into business leadership

The result is not perfect forecasting. It is better visibility, faster decision-making, and fewer surprises.

Ready to build a contingent workforce program that actually forecasts demand?

Most programs do not fail because of bad intentions. They fail because the data infrastructure, governance, and sourcing strategy were never designed to work together. Getting that alignment right is where the real gains are: in cost predictability, compliance confidence, and hiring speed that does not depend on who shouts loudest.

AMS has delivered more than $111 million in annual savings across client contingent workforce programs, holds STAR Performer recognition from Everest Group in the Contingent Workforce Management and MSP PEAK Matrix, and operates across 12 global capability centers filling more than 270,000 roles annually. If your program is carrying forecast gaps, visibility issues, or cost surprises that keep recurring, that is the conversation worth having.

Talk to an AMS expert 

Frequently asked questions

What makes it hard to forecast demand for contingent workforce solutions?

Contingent workforce demand is harder to forecast than permanent headcount because it is driven by project pipelines, SOW renewals, seasonal volume swings, and the decisions of individual hiring managers who lack consistent forward visibility. It is also distributed across multiple functions, each of which holds part of the data required to build an accurate forecast. Fragmented systems, off-channel engagement, and worker classification complexity across geographies add further layers of difficulty. The most common single failure point is data: 75% of HR leaders report struggling with cost visibility for their contingent workforce, and 70% lack workforce oversight due to legacy systems. 

Why do global firms struggle to control contingent workforce costs?

Global firms struggle to control contingent workforce costs primarily because spend is decentralized across business units and geographies without consolidated governance, a significant proportion of contingent engagement happens outside the managed channel and is invisible to forecasting models, and the compliance cost layer added by multi-jurisdiction hiring is frequently not fully accounted for in rate card assumptions. Without real-time visibility into assignment durations, total headcount, and upcoming project demand, forecasts lack the precision needed to prevent budget overruns. 

Which contingent workforce solutions work best for mid-market multinational companies? 

The contingent workforce solutions that work best for mid-market multinational companies combine enterprise-grade compliance and analytics capability with operational simplicity proportionate to the size of the internal program team. An MSP engagement that includes VMS technology and EOR capability in high-complexity markets is typically the most effective entry point. As the program matures, direct sourcing and total talent management become progressively more achievable. The key selection criteria are consolidated spend visibility, embedded compliance management, and a solution scope and cost model that fits program size rather than requiring enterprise-scale investment. 

How do contingent workforce solutions affect talent analytics in large enterprises? 

Contingent workforce solutions expand the scope and accuracy of talent analytics in large enterprises by providing the integrated workforce data that makes total talent visibility possible. When contingent workforce data is connected to permanent workforce analytics, organizations gain a complete view of workforce capacity, skills coverage, and fully loaded labor cost. Leading programs use AI-enabled platforms to forecast demand for critical skills, benchmark rates in real time, flag compliance risk, and deliver dashboards that give Finance and Operations reliable forward visibility. The primary barrier to realizing these benefits is data architecture: the tools exist, but the organizational work of integrating and governing the data across previously siloed systems has not been completed in most programs. 

What are the top contingent workforce solutions for complex global programs? 

The top contingent workforce solutions for complex global programs combine multi-jurisdiction compliance infrastructure, real-time global spend visibility, AI-enabled demand forecasting, supplier network depth in the specific markets that matter, and a path toward total talent integration. Leading specialist providers assessed in analyst frameworks such as the Everest Group MSP PEAK Matrix demonstrate these capabilities at enterprise scale with documented outcomes across complex multi-geography programs. AMS is among the providers recognized in this space for multi-country MSP delivery, AI-enabled workforce analytics, and integrated contingent and permanent workforce program management. 

About AMS

AMS powers talent strategies that deliver results, redefining a new era of talent driven by people, process, data and technology.

50M+ candidates assessed annually

2,000+ enterprise clients

40+ years of innovation

Learn more
Transform your hiring process

AMS offers digital innovation and responsible AI, providing agile talent acquisition solutions and talent consulting services that can scale with your business.

People in a meeting room around a laptop
Contact us

Solutions

Industries

Resources

Regions

About us

Connect with us

© 2025 Alexander Mann Solutions (AMS)