The short answer: large health systems should evaluate workforce platforms on six criteria: fit with the HRIS, scheduling, and payroll systems already in place, credentialing depth, whether internal capacity is used before external spend, cost visibility across all labor, implementation and ownership, and contract terms such as hire-away fees.
Workforce platforms are often compared as if they were the same kind of product. They are not. Some manage external labor contracts, some build schedules for employed staff, some connect clinicians to open shifts, and some verify credentials. Most health systems end up comparing tools that each solve one part of the problem.
This guide lays out the platform categories you are likely to see, the six criteria that separate them, and the questions worth asking in every demo.
The platform categories you will compare
- Vendor management systems: manage agency and contract labor requisitions, rates, and invoices.
- Scheduling and workforce management software: build and manage schedules for the employed workforce.
- Per-diem marketplaces: connect independent clinicians to open shifts.
- Credentialing and verification tools: collect and verify licenses, certifications, and background checks.
- Workforce operating systems: connect the employed workforce, credentialing, and an external marketplace in one workflow.
Six criteria for evaluating workforce platforms
1. Fit with the systems you already run
Ask whether the platform works on top of your HRIS, scheduling, and payroll systems or expects to replace one of them. Ask which integrations are live today and which are on a roadmap, and request a reference that runs the same systems you do.
2. Credentialing depth
Ask when primary-source verification happens relative to the first shift, how facility-specific onboarding is configured, and whether a clearance at one location carries to your other locations. Ask what an auditor would see if they asked for a clinician’s file.
3. Internal capacity before external spend
Ask whether employees in other departments and locations can see and pick up open shifts, and in what order internal and external clinicians are shown to schedulers. A platform that only reaches external clinicians will grow external spend, not reduce it.
4. Cost visibility
Ask whether leaders can see internal shifts, overtime, and external labor in one view, and how the vendor charges: per bed, per active user, a percentage of external spend, or a combination. Each model creates different incentives.
5. Implementation and ownership
Ask for the implementation timeline by phase, who configures units and rules, and who owns the platform day to day after go-live. Ask whether you can start with one unit and expand.
6. Contract terms
Ask about hire-away or conversion fees, minimum commitments, data ownership, and export rights. Terms that restrict permanent offers work against long-term relationships with clinicians.
Questions to ask in every demo
- Which of our current systems does this connect to today, and how?
- Show us a clinician going from application to first shift. Where does verification happen?
- How does an open shift reach our own employees in other departments?
- Show us one view of internal, overtime, and external labor cost.
- What does implementation look like by phase, and who on our team is needed?
- What fees apply if we hire a clinician we met through the platform?
Frequently asked questions
What is the difference between a vendor management system and a workforce operating system?
A vendor management system manages external labor contracts, rates, and invoices. A workforce operating system connects the employed workforce, credentialing, and an external marketplace in one workflow, so internal capacity is used before external spend.
Should a large health system use one workforce platform or several?
Most large health systems already run several: HRIS, scheduling, payroll, and often a vendor management system. The practical question is whether a new platform connects those systems into one workflow or adds another place where shift and credential data has to be reconciled by hand.
How long should a workforce platform implementation take?
It depends on scope and integrations. Ask each vendor for a timeline by phase, who on your side is needed in each phase, and whether rollout can start with one unit or location and expand from there.
What should a health system own at the end of a workforce platform contract?
Your workforce data, including credential records, shift history, and clinician relationships. Ask whether there are hire-away fees, export rights, or restrictions on extending permanent offers to clinicians you met through the platform.
See it in action
MedicalMatch is a workforce operating system with an embedded external marketplace. InternalPool works on top of your existing HRIS and scheduling systems without replacing anything, so the employed workforce can function as float capacity. CredentialHub completes primary-source license verification before any shift is worked, external clinicians are compliance-verified and credentialed to your standard, and there are no hire-away fees when you extend a permanent offer from the platform.