Beeline Blog

What workforce data should you be tracking? Six metrics that matter

Written by Beeline | Jun 29, 2021, 8:19:00 AM

To manage an extended workforce effectively, track six data points: cost per contingent worker, project talent cost, contingent worker performance, milestone and project completion, re-engagements, and contract extensions.

Contingent talent is no longer a peripheral line item. Ardent Partners and the Future of Work Exchange now estimate the “non-employee” portion of the average company’s workforce at 49.7%. External talent (contingent workers, independent contractors, consultants, outsourced service providers, and AI agents) has become a core part of workforce and business strategy. Yet many companies lack real-time visibility into this spend. To manage an extended workforce effectively, you need to be measuring several key data points, including:

  1. Billed hours and cost per contingent worker
  2. Project talent costs
  3. Contingent worker (and hiring manager) performance
  4. Milestone and project completions
  5. Number of re-engagements
  6. Contract extensions

Centralizing this data in a single system turns fragmented data into actionable insights for effective forecasting and cost control.

We'll walk you through why each metric matters and show you how a vendor management system (VMS) helps you measure them accurately and effectively.

Billed hours and cost per contingent worker

Billed hours and rates vary widely by supplier, role, and geography, and without a centralized view, that variance is invisible until it shows up in your budget. Tracking hourly and project rates in real time is what lets you catch pricing discrepancies before they compound.

A VMS – often featuring, or paired with, workforce data intelligence tools that give teams deeper visibility into their non-employee labor – calculates these factors automatically and provides real-time dashboards that display total external spend and rate benchmarking across the supplier base. This visibility helps the business catch pricing discrepancies and redirect savings elsewhere, such as sourcing contingent talent at a more competitive cost.

Project talent costs

Project talent costs for a contingent workforce include direct hourly or milestone bill rates, staffing agency markups, managed service provider (MSP) fees, platform or VMS costs, and hidden administrative or compliance overhead. These project expenses scale based on the composition of the contingent workforce and how talent is sourced and managed.

Many business leaders report fragmented visibility into contractor spend across their external workforce because contingent talent is often sourced through multiple channels without consistent oversight. In fact, based on data from more than 400 Beeline clients, we estimate that 30-50% of workforce spend operates outside payroll visibility. Consolidating that spend through a VMS helps HR, procurement, and finance reduce overall talent costs by centrally managing contingent workers and consistently measuring productivity.

Contingent worker (and hiring manager) performance

Metrics and reporting that detail how well your workers are performing, whether their skills align with your business needs, and whether you would rehire them are critically important. This data is vital for determining the financial return you’re receiving for your investment. It also helps you evaluate the performance of the suppliers who provide talent and understand how effectively hiring managers are using the talent you provide.
With the right data, a VMS helps you understand:

  • How well your suppliers are performing
  • Whether the quality of candidates they provide reflects your business needs
  • Time required to fill specific positions
  • Whether worker classification and documentation are being maintained accurately and consistently across suppliers

Reporting on output, achievements, and business impact is critical for every stakeholder in the worker relationship. A VMS sets and manages key performance indicators (KPIs) for external talent, drawing on workforce data intelligence to measure the broader business benefit, and flags suppliers or engagements that expose the company to unnecessary compliance risk.

Milestone and project completions

If milestones live in spreadsheets rather than your project system, you won’t know a deliverable has slipped until the invoice does. Tying milestones directly to verified outputs (not just calendar dates) is what catches budget overruns before they’re irreversible.

Businesses that tie milestones directly to verified project outputs, rather than tracking them in spreadsheets, complete strategic initiatives more successfully and avoid late-cycle budget surprises. A VMS looks at your company’s schedule, flags key milestones, and ties invoice approvals and payouts directly to completed work or verified timesheets, giving finance real-time visibility into product status and spend.

According to SIA’s Global Workforce Solutions Buyer Survey (2026), an estimated 70% of statement of work (SOW) spend lives outside most organizations’ contingent workforce program, exactly the blind spot milestone-based tracking is designed to close.

Number of re-engagements

Re-engagements track how often you bring back candidates who applied for a past role but weren't selected. It matters because recruiters routinely lose track of strong runner-up candidates once a position closes – and re-engaging them is often faster and cheaper than sourcing from scratch.

Having a robust and qualified pipeline of external talent you can call upon at any time is a good strategy. But a talent pipeline must be nurtured, or it goes stale. Businesses need to engage contacts as soon as they enter the pipeline and keep nurturing them until they’re placed. Re-engaging strong candidates who weren’t selected for one role can be a great way to fill the next one.

A VMS can segment talent by education, experience, skills, and industry. AI-driven matching scores past candidates against new openings based on skills, past performance, and availability – so recruiters get a shortlist of qualified reengagement candidates instead of manually searching old applicant records.

Contract extensions

Long-running contract extensions carry real financial and compliance risk – from misclassification exposure to undocumented engagements – especially as companies increasingly source talent across borders and time zones. Tracking assignment start and end dates and feeding that data directly into forecasting and compliance review turns contract extensions from a blind spot into a controlled, auditable process.

Beeline VMS demonstrates the value of bringing greater visibility and control to an increasingly critical part of HR, procurement, and finance’s role of governing external talent spend, risk, and performance. As the extended workforce continues to grow as a share of total labor costs, a unified, data-driven approach enables organizations to forecast accurately, tighten compliance, and gain the agility they need to respond to market challenges and opportunities. If any of these six data points are still scattered across spreadsheets, supplier emails, and separate systems, that’s the clearest sign a program has outgrown ad hoc tracking.

To learn more about how Beeline VMS can give you greater visibility and control of your external workforce, contact us.

Frequently asked questions

What's the difference between cost per contingent worker and project talent cost?

Cost per contingent worker measures the rate you're paying for a specific role or assignment. Project talent cost rolls up to the total spend on talent across a project or initiative, which is the figure finance and procurement typically use for budgeting and forecasting.

How often should you review re-engagement and pipeline data?

Most organizations review this at least monthly, since talent pipelines can go stale quickly. Programs with high contractor turnover or seasonal hiring often review weekly.

Why do contract extensions carry compliance risk?

Long-running or repeatedly extended engagements can trigger worker misclassification exposure, especially across borders, if start and end dates aren't tracked and reviewed against local labor rules.

Do these six metrics apply to any industry?

Yes. None of the six metrics is industry-specific. Any organization that relies on contractors, consultants, freelancers, SOW-based providers, or temporary staff needs the same visibility into cost, performance, and compliance.