Regulated Workforce Expansion Plan
Status: Phase-1-funded build plan
Updated: 2026-05-17
Investor read: How Rōvn expands from workforce readiness into hospital-grade credentialing, privileging, monitoring, payer readiness, and audit defense.
Sequencing
The regulated-workforce expansion described in this memo is Phase 2 of the company's five-stage Workforce OS arc. The Phase-1 wedge is Readiness; OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator is the currently-shipping product. The depth this memo describes is the OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator → Workforce-OS path.
Five-stage expansionSequencing01-pitch intro strap · Readiness wedge → Operator → Worker Passport → Network → Workforce OS (Workforce OS for healthcare): 1. Readiness, JC/CMS survey-prep packets. Shipping now. Pilot-tier entry point ($12K, 90-day, one-time). 2. OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator, full credentialing + privileging cockpit for facilities. In design-partner conversations. Core ($10,000/mo · $120K ACV) and OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator ($20,000/mo · $240K ACV) tiers. 3. Worker PassportProduct surface04.2 Worker Profile / Passport Memo · worker-owned credential evidence, portable, primary-source-verified record owned by the clinician. Phase 2. 4. Network, verified clinicians meeting verified facilities. Phase 3. 5. Workforce OS, the eventual category, owned by Rōvn. The endgame.
The hospital-grade credentialing/privileging/monitoring/enrollment/audit depth below is what turns the Readiness wedgeSequencing wedgeFive-stage expansion · 01-pitch + 04.1 Product Overview into the OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator product, and is the substrate Worker PassportProduct surface04.2 Worker Profile / Passport Memo · worker-owned credential evidence and Network ride on top of. Without this depth, there is no Workforce OS.
Expansion thesis
Hospitals and larger provider organizations do not buy a lightweight paperwork tool. They need a regulated workforce operating layer that can defend Joint Commission medical staff standards, CMS Conditions of Participation, NAMSS operating expectations, NCQA source-verification discipline, payer enrollment, and survey response.
Rōvn's expansion plan keeps the boundary clean:
AI operates the workflow. Source systems prove the facts. Humans make every regulated decision.
Phase plan
| Phase | Build focus | Buyer proof |
|---|---|---|
| Phase 1 | Intake, source receipts, screening, gates, Passport prompt, active roster, proof packets, missing-item nudges, interview/offer workflow | Pilot-ready facility workflow with evidence-backed human decisions |
| Phase 2 | Medical staff credentialing and privileging depth: core/special privileges, committee workflow, temporary privileges, expirables suspension triggers | Hospital MSO workflow credibility |
| Phase 3 | OPPE/FPPE, reappointment cycles, adverse action/due process, telemedicine by proxy, APP/allied health scoping | Joint Commission and CMS §482.22 depth |
| Phase 4 | Provider enrollment: CAQH, NPI/NPPES, PECOS, Medicaid, commercial payer, delegated credentialing, forecasting | "Credentialed but not billable" revenue protection |
| Phase 5 | Audit/survey export, continuous monitoring, multi-facility administration, named-user RBAC, advanced analytics | Enterprise expansion and procurement defensibility |
Medical staff standards depth
Rōvn must support the hospital lifecycle below before claiming full medical staff operating depth:
| Capability | Scope |
|---|---|
| Appointment and privilege delineation | Core privileges, special privileges, credentialing-for-privileging pack, mandatory NPDB query, peer references, privilege-to-competency mapping |
| Committee workflow | Packet assembly -> Credentials Committee -> MEC -> Board approval, each step carrying named decision-maker and date |
| Temporary / expedited / locum privileges | Time-boxed privilege grants, reason, approving authority, expiration and conversion path |
| OPPE | Ongoing performance data for every privileged practitioner |
| FPPE | Focused review for all new privileges and for-cause triggers, including proctoring and chart review |
| Reappointment | JC max 3-year cycle, re-verification, re-delineation, committee approval |
| Allied health / APP scoping | NP, PA, CRNA, and allied-health scope tied to facility rules and state requirements |
| Telemedicine by proxy | Distant-site credentialing-by-proxy packet and approval trail |
| Adverse actions and due process | Denial, restriction, suspension, fair hearing, NPDB reporting review for reportable actions |
| Expirables | License, DEA, board certification, malpractice, and other lapse triggers tied to automatic privilege-suspension workflow |
NCQA 11-area source verification plan
Rōvn's current rails are strongest in license, OIG/SAM, NPI/NPPES, NPDB, AHA/certification, and selected source adapters. The expansion plan must close remaining gaps before any "NCQA all 11" claim:
| Area | Rōvn posture |
|---|---|
| License | Strong and expanding across 50 states plus DC |
| DEA / controlled substance | Rail present; live source access must be proven per source |
| Education | Gap; build physician/allied-health education verification workflow |
| Training | Gap; residency/fellowship verification workflow needed |
| Board certification | Partial; direct ABMS/board specialty strategy needed |
| Work history | Workflow gap; attestation plus employer verification path needed |
| Malpractice claims history | Gap; carrier/claims-history workflow needed |
| NPDB | Rail present; mandatory query workflow required for privileged providers |
| OIG/SAM exclusions | Strong rail; continuous monitoring needed |
| Peer references | Gap; structured reference request, receipt, and committee review needed |
| Sanctions / adverse actions | Partial; FSMB/PDC and state-board discipline depth needed |
Investor-safe claim: Rōvn is NCQA-alignedNCQA posture06.8 NCQA CVO Trajectory · NCQA-aligned (not certified) and building toward NCQA 11-area discipline; it should not claim NCQA-certified all-11 CVO status until filing, audit, and certification are complete.
Payer / provider enrollment
Credentialed does not mean billable. Rōvn's payer/provider enrollment expansion covers:
- CAQH ProView profile, 120-day re-attestation, and data-quality reminders.
- NPI/NPPES management and taxonomy alignment.
- Medicare PECOS 855I/R/B and five-year revalidation tracking.
- Medicaid state enrollment workflow.
- Commercial payer enrollment by payer, group versus individual, TIN linking, and three-year recredentialing.
- Delegated credentialing roster submissions and payer delegation audit support.
- Enrollment forecasting and "hired but not billable" alerts.
Claim boundary: payer enrollment is Phase-1-funded build/roadmap. Do not present direct CAQH, PECOS, Medicaid, or commercial payer submission automation as live until it is source-proven and tested.
Document management and audit export
Rōvn must become the credential file surface:
- Per-worker document vault.
- Document versioning.
- Source receipt appendix.
- Committee packet export.
- Facility verification report.
- Worker PassportProduct surface04.2 Worker Profile / Passport Memo · worker-owned credential evidence PDF.
- Survey/audit export for JC, CMS, NCQA, payer, and internal quality review.
Hard rule: no empty "ready" binders. A proof packet cannot be marked ready without evidence.
Security, RBAC, and multi-facility administration
Hospital procurement requires:
- Named users.
- Role-based access control.
- Multi-facility scoping.
- Facility isolation.
- Audit logging.
- BAA/sub-processor posture.
- HIPAA-alignedHIPAA posture06.2 HIPAA Posture Memo · canonical procurement-safe phrasing (not 'compliant' / not 'certified') handling and least-privilege access.
This is not optional enterprise polish. It is part of the regulated product.
What stays out of scope for this raise
- Full scheduling.
- Payroll/EOR.
- AI interview scribe or transcription.
- LinkedIn, Indeed, Health eCareers scraping.
- Hire/privilege decisions made by AI.
- Per-shift receipts.
- Payer as the core Phase-1 workflow.
The near-term product is the workforce readiness and regulated decision workflow. Payer readiness is important because it protects revenue, but payer should not displace credentialing, privileging, monitoring, and proof as the core investor story.