Rōvn: Pricing Rationale
Priced against labor + delay + risk, not per-seat, the cheapest path to a compliant verified hire, with margin compounding via cached-replay rather than price.
Three surfaces, one operating network, a facility pays for the OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator; the worker-owned Passport stays free.
AI operates the workflow. Source systems prove the facts. Humans make every regulated decision.
1. Pricing Architecture at a Glance
Three surfaces, each priced to match buyer + usage pattern.
| Surface | Buyer | Free tier | Paid tiers | Pricing model |
|---|---|---|---|---|
| Passport | Worker | Yes (free forever) | $9.99 / $24.99 worker premium (POST-launch upside, not base story) | SaaS subscription |
| OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator | Facility | Facility Profile + 5 active role postings free | Readiness $2,500/mo ($30K ACV) → $12K 90-day OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator pilot → $10K/mo Core ($120K ACV) → $20K/mo OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator ($240K ACV) → $1M+/yr Platform | Readiness entry (monthly) → OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator pilot (one-time) → Tiered monthly SaaS (ACV) |
| Verified API | Developer | Starter (free) | Build $0+usage → Scale $2.5K + $0.30/verif → Platform custom | Usage-based + plan minimums |
2. Operator Tier Detail
The OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator is the operational cockpit for the full hiring → monitoring → recredentialing lifecycle. Readiness ($2,500/mo, ~$30K ACV) is the paid entry / cheapest front door, the readiness dashboard is NOT free. The OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator pilot is a one-time 90-day engagement that proves value and converts the facility to a paid Core or OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator tier. The free 90-day Design Partner Program is retired as the public entry. Core, Ops, and Platform stack, Core is a subset of Ops, Ops is a subset of Platform.
2.1 Readiness: $2,500/mo ($30K ACV, paid entry, dashboard NOT free)
- Target: any facility that needs a fast yes/no on who is clear to start, clear to practice, clear to bill, and expiring soon, the lowest-friction trust wedge
- Structure: monthly subscription, the cheapest front door into the OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator. Not free. The free 90-day Design Partner Program is retired as the public entry.
- Converts up-ladder to the OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator pilot ($12K/90d) → Core ($10K/mo) → OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator ($20K/mo) → Platform ($1M+/yr)
2.2 Operator pilot: $12,000 for 90 days (one-time, pilot-to-production)
- Target: single-CAH, single-OR ASC, small medical group, FQHC pilot
- Structure: one-time $12K fee for a 90-day, design-partner-grade engagement. Not annual. Converts to Core ($10,000/mo, $120K ACV) or OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator ($20,000/mo, $240K ACV) tier on post-pilot signature.
- Includes:
- Readiness packet generation for a defined facility scope (survey-ready, audit-chain receipted)
- Initial source-authority adapter coverage (NPDB + DEA + state board) for the pilot worker scope
- Passport read access for facility staff for the pilot window
- Up to 5 active role postings
- Up to 10 verified hires across the 90 days
- Up to 25 fresh source queries; cached-replay unlimited
- Basic audit log export and a signed pilot-end readiness packet
- White-glove onboarding + weekly founder check-in
- NOT included: privileging committee workflow, active staff monitoring, custom integrations, these unlock at Core / OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator / Platform
- Conversion: at day 90, Pilot terminates and the facility either signs Core / OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator (paid annual) or off-ramps. Pilot fee is not credited toward Core/OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator ACV, it pays for the proof-of-value engagement itself.
2.3 Core: $10,000/mo ($120K ACV)
- Target: mid-CAH, multi-OR ASC, FQHC, mid LTC, typically a converted Pilot
- Everything the Pilot demonstrated, now annual + ongoing:
- Up to 25 active role postings
- Up to 50 verified hires/yr
- ABMS + AMA verifications included for physicians
- Privileging packet builder
- Recredentialing cadence automation
- Audit log + Joint Commission / CMS surveyor/CMS packet export
2.4 Operator: $20,000/mo ($240K ACV)
- Target: community hospital, large ASC chain, mid-LTC chain
- Everything in Core, plus:
- Unlimited active role postings
- Up to 200 verified hires/yr
- Active Staff Monitoring (continuous delta detection on already-hired roster), recurring revenue lever
- Recredentialing automation for full roster (recurring revenue lever)
- Compliance Reporting quarterly packet generation (recurring revenue lever)
- Payer enrollment workflow (light)
- SSO + role-based access
2.5 Platform: $1M+/yr (custom)
- Target: IDN, multi-hospital system, large payer-employer, national staffing platform
- Everything in Ops, plus:
- Unlimited verified hires
- Multi-facility / multi-entity tenancy
- Custom Verified API quota included
- Dedicated implementation + CSM
- Custom integrations (Epic, Cerner, Workday, etc.)
- SLA + uptime guarantees
- Custom contracted source pricing
3. Verified API Tier Detail
Verified API is the developer-facing rail. Apps in the App Layer (HRIS, telehealth, payer enrollment, staffing marketplaces) read from this.
| Tier | Price | Included verifications | Per-additional cost | Target dev |
|---|---|---|---|---|
| Starter | Free | 50/mo | n/a (rate-limited) | Builders, prototypes |
| Build | $0 base + usage | 0 | $0.50-$7.50 (cached vs fresh) | Early-stage products |
| Scale | $2.5K/mo + usage | 1,000 verifications/mo | $0.30/verif (cached) / $7.50 (fresh NPDB) | Funded startup, payer pilot |
| Platform | Custom | Custom | Custom | Major integrations (Epic, Workday, Stripe-tier player) |
4. Per-Source Cost & Margin Breakdown
Rōvn pays primary source fees on every fresh verification. Cached-replay serves repeat queries at near-zero marginal cost.
4.1 Per-source unit economics (fresh query)
| Source | Per-query cost | Cached-replay price to customer | Fresh price to customer | Margin (fresh) | Margin (cached) |
|---|---|---|---|---|---|
| NPDB (National Practitioner Data Bank) | $7.50 | $0.50 | $15 | 50% | 95%+ |
| DEA (Drug Enforcement Admin registration) | $4.00 | $0.50 | $10 | 60% | 95%+ |
| ABMS (American Board of Medical Specialties) | $30.00 | $1.00 | $50 | 40% | 95%+ |
| AMA (Physician Masterfile) | $75.00 | $2.00 | $125 | 40% | 95%+ |
| State boards (RN license, MD license, varies) | $0-$50 | $0.50 | $15 | varies | 95%+ |
| OIG exclusion / SAM.gov / NPI | $0 (free public sources) | $0.10 | $1 | 100% | 100% |
Note: Source costs cited from publicly published source query fees. NPDB fees: HRSA published rate. ABMS, AMA fees vary by query type; figures shown are representative bulk-query rates.
4.2 The cached-replay innovation
The single most important mechanic in the Rōvn unit economics:
Fresh NPDB query: Rōvn pays $7.50 to HRSA. Charges customer $7.50-$15. Margin: $0-$7.50.
Cached-replay (same worker, same source, within validity window): Rōvn pays $0. Charges customer $0.50. Margin: $0.50.
A cached-replay is 15x markup on near-zero marginal cost.
The cache validity window: - NPDB: 30 days (HRSA mandate) - DEA: 90 days - ABMS: 365 days - AMA: 365 days - State boards: 30-90 days (state-specific) - OIG / SAM: real-time (continuous monitoring)
Within those windows, the same verified fact serves every facility that asks for it. The 1,000th customer asking about the same worker pays $0.50; Rōvn already paid the $7.50 to acquire the fact when customer #1 asked.
5. The Moat Math: Cached Inventory Compounds
This is the structural mechanic that makes Rōvn's unit economics improve nonlinearly with network growth.
5.1 Cache hit rate by network density
| Workers in network | Avg facilities/worker | Cache hit rate on incoming queries | Blended margin |
|---|---|---|---|
| 1,000 | 1.0 | 0% | ~50% (all fresh) |
| 10,000 | 2.0 | ~30% | ~65% |
| 100,000 | 3.5 | ~65% | ~85% |
| 1,000,000 | 5.0 | ~85% | ~92% |
Illustrative / modeled, ties to the 02.9 3-case operating model; pre-launchStage03.1 Company Overview · pre-launch by design, zero paying customers, zero signed pilots or design partners, zero cached inventory today. The data flywheel is empty today; it turns on with the first pilot.
Reasoning: - Healthcare workers credential at multiple facilities over a career (avg ~3-5 in 10 years for permanent staff; 8-12+ for travel) - The more workers Rōvn has, the more likely an incoming facility query lands on a worker Rōvn has already verified - Network growth → cache hit rate growth → blended margin growth
5.2 What this means for Rōvn vs a new entrant
A competitor starting today is at month 0 of inventory. Their cache hit rate is 0%. They pay full source cost on every query.
Rōvn at month 24 of execution is at ~30-50% cache hit rate. By Y4 of execution, 70-85%.
The competitor cannot price-match Rōvn's cached-replay rate because they don't have the cache. They have to either: - Price at Rōvn's $0.50 and lose money (paying $7.50 to serve at $0.50), or - Price at $7.50-$15 and lose customers to Rōvn
Cached inventory is the moat. Per-customer margin improves with every additional customer.
6. Worker Premium (POST-launch upside, not base story)
The base business is the OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator + Verified API. Worker premium is opportunistic upside, NOT the foundation of the pitch.
| Tier | Price | Audience | Value |
|---|---|---|---|
| Passport Free | $0 | All workers | Verified Passport, portable receipts, basic privacy controls |
| Worker Plus | $9.99/mo | Travel + multi-facility workers | Renewal automation, premium opportunity match, expedited verifications |
| Worker Pro | $24.99/mo | Independent contractors, locums, telehealth clinicians | Above + payer enrollment workflow, tax-paperwork integration, earnings dashboard |
Rule: never let worker premium be primary monetization in the pitch. Worker-side revenue is the upside surprise, not the base case.
7. Anti-Pattern: What Rōvn Does NOT Charge
Sharp anti-positioning on revenue model preempts misclassification.
- No placement fees: Rōvn is not a staffing agency
- No success fees: Rōvn does not take a cut of the hire
- No commission: Rōvn does not take a cut of the worker's pay
- No job-board impression fees: listings are free
- No per-applicant fees: applications are free
- No "credential certification" gimmicks: Rōvn does not issue its own certifications; it verifies real ones
If a buyer asks "do you take a cut of the hire", the answer is always no. This protects Rōvn from being categorized as a staffing agency (lower multiple) vs trust infrastructure (Plaid/Persona multiple).
8. Pricing Discipline Across SKUs
The recurring revenue lever sits inside Ops tier and up: - Active Staff Monitoring (continuous) - Recredentialing automation (recurring cycle) - Compliance reporting (quarterly recurring)
These are not standalone SKUs, they are bundled into Ops/Platform to maximize NRR and prevent down-tiering at renewal.
The Verified API has its own price ladder so developers don't have to buy the OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator to integrate.
9. Comp Pricing Benchmarks
| Comp | Pricing model | Approx ACV |
|---|---|---|
| symplr (legacy enterprise) | Per-provider per-year + implementation | $50K-$2M per system |
| Modio | Per-provider per-year | $5K-$50K per group |
| Medallion | Per-provider per-month | $5K-$30K per provider org |
| CertifyOS | Per-provider + API usage | Enterprise custom |
| Verifiable (independent API rail) | Usage-based API | Custom |
| Plaid | Usage-based + plan minimums | $0-$500K+/yr |
| Persona | Per-verification + plan | $1K-$500K+/yr |
Rōvn's pricing sits below symplr/Modio at every tier, at parity with API-first comps (CertifyOS, Verifiable), and dramatically below for facilities that integrate via Verified API + the OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator together.
The pricing discipline is: be the cheapest path to compliant verified hire. Margin compounds via cached-replay, not via price.
10. Bottom Line
- Readiness ($2,500/mo · ~$30K ACV) is the paid entry / cheapest front door (dashboard NOT free); the free Design Partner Program is retired as the entry. The OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator pilot is $12K for 90 days (one-time), converting to Core ($10,000/mo · $120K ACV) or OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator ($20,000/mo · $240K ACV). Recurring revenue concentrates in Core / OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator / Platform.
- Verified API priced for developer adoption; cached-replay is the 15x markup engine
- Source costs publicly cited; Rōvn pays fresh at HRSA/DEA/ABMS rates and serves cached at near-zero marginal cost
- Cached inventory compounds, Y4 blended margin >85%, competitor starting today is at 0% (illustrative / modeled, ties to the 02.9 3-case operating model; pre-launchStage03.1 Company Overview · pre-launch by design, zero paying customers, zero signed pilots or design partners, zero cached inventory today. The data flywheel is empty today; it turns on with the first pilot.)
- No placement fees, no success fees, preempts staffing-agency miscategorization
- Worker premium ($9.99/$24.99) is POST-launch upside, not base case
Pricing architecture locked 2026-05-14. 2026-06-07 update (canonical): a Readiness $2,500/mo per facility ($30K ACV) tier is the paid entry / cheapest front door (the readiness dashboard is NOT free); the OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator pilot stays $12,000 / 90 days; the free 90-day Design Partner Program is retired as the public entry. Full ladder: Passport free → Readiness $2,500/mo → OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator pilot $12K/90d → Core $10K/mo → OperatorProduct surface04.3 Facility Workflow Memo · the facility-side AI workforce Operator $20K/mo → Platform $1M+/yr. Derivation: ROVN_READINESS_PRICING_2026-06-07.md.