# Real-Time Care Clearance

*/Opportunities/Real-Time_Care_Clearance*

## Opportunity Overview

**Wedge**: Start with Medicare Advantage prior authorizations for orthopedic rehab admissions in independent regional SNF groups. This niche features highly standardized clinical criteria and acute financial pain from frequent payer delays, allowing for rapid proof of value. Expand horizontally to handle complex neurological and cardiac admissions, then vertically into automating the hospital discharge planner's outbound referral process.
**Timing**: Large Language Models now support context windows large enough to process entire unstructured medical records and fax dumps in seconds. Concurrently, payer portals increasingly tolerate robotic process automation or offer rudimentary APIs, allowing agents to execute the final clearance step autonomously.
**Why This I C P**: Skilled Nursing Facility admissions teams face direct revenue loss for every hour a bed sits empty waiting for payer clearance. Unlike hospital case managers who act as a cost center, SNF admissions directly drive facility margin, making them highly motivated, fast-moving buyers of automation.
**Size Of Prize**: The US market contains roughly 15,000 Skilled Nursing Facilities, each spending approximately $40,000 annually on nursing labor specifically dedicated to clinical chart review and payer authorization. Multiplying these factors yields a $600M addressable wedge, before expanding into home health and hospital discharge planning.
**Gap Narrative**: Skilled Nursing Facilities lose revenue and reject viable patients because they lack the ability to instantly match unstructured 200-page hospital charts against strict payer authorization criteria. Existing software routes PDFs to human nurses who manually read charts and submit portal requests, delaying care and bed utilization by up to 48 hours.
**Defensibility**: Defensibility compounds through a proprietary mapping of undocumented, payer-specific approval heuristics. As the system processes thousands of approvals and denials, it learns the exact clinical phrasing and data thresholds that guarantee clearance for specific local payers, creating workflow lock-in that new entrants cannot replicate without enduring the same denial-learning curve.
**Why This Thesis**: Service-as-Software fits this ICP perfectly because SNF admissions teams do not want another dashboard to monitor; they require the actual labor of chart-reading and payer-submission to be executed. An autonomous agent directly replaces the BPO or RN hours currently dedicated to manual review, delivering complete work rather than a workflow tool.

## Opportunity Linked Thesis

**Thesis**: [Software](/Theses/Software)

## Opportunity Linked I C P

**Icp**: [Hospital Network](/CompanyTypes/Hospital_Network)

## Opportunity Market Sizing

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**S A M**: ~$750M-1.2B targeting mid-to-large US hospital networks
**S O M**: ~$30M-80M
**T A M**: ~6,000 US hospitals × ~$250k-400k/yr ≈ $1.5B-2.4B
**Growth Rate**: ~14-19%/yr, driven by acute RCM labor shortages and expanding payer prior-authorization mandates
**Paid Comparable Spend**: ~$500k-2.5M/yr per network spent on manual prior-authorization personnel, outsourced revenue cycle labor, and legacy clearinghouse transaction fees

## Opportunity Incumbents

- [Epic Systems](/Products/Epic_Systems) — Tool
- [Waystar Health](/Products/Waystar_Health) — Service
- [Fax And Phone](/Products/Fax_And_Phone) — DIY
- [Excel Trackers](/Products/Excel_Trackers) — Spreadsheet
- [Availity Essentials](/Products/Availity_Essentials) — Tool
- [Internal Billing Teams](/Products/Internal_Billing_Teams) — Service
- [CoverMyMeds Portal](/Products/CoverMyMeds_Portal) — Tool

## Opportunity Win Conditions

**Kill Thresholds**:
- human-in-loop escalation exceeds 50 percent after 45 days of pilot
- time to integrate with primary EHR exceeds 60 days
- zero paid conversions at $150k ACV within 90 days
- payer portal block rate exceeds 10 percent for major insurers
**Leading Metrics**:
- percentage of prior authorization requests submitted automatically
- payer response parsing latency in seconds
- escalation rate to manual billing staff
- time-to-first-value from pilot launch to first automated clearance
- number of manual payer portal logins per user per week
**What Proves Right**: Hospital networks deploy the clearance engine and successfully submit over 60 percent of prior authorization requests without human intervention. Cohorts achieving this auto-submission rate retain at 95 percent past the pilot phase, willingly converting to annual contracts at $250k minimums. End users report a reduction in daily manual payer portal logins from dozens to zero.
**What Proves Wrong**: Payer portals repeatedly block the data extraction layer, forcing the system to route more than 80 percent of clearance requests back to manual billing staff. Pilot hospitals refuse to convert to paid contracts because the software creates duplicate data entry work in Epic rather than replacing the existing workflow. Implementation requires custom engineering for every single hospital, pushing time-to-value beyond 90 days.

## Opportunity Build Profile

**Hardest Part**: Consistently translating unstructured clinical notes from the EHR into the exact structured medical necessity criteria required by specific, frequently changing payer policies without human intervention.
**Min Viable Scope**: Automate prior authorization submissions for a single high-volume specialty like advanced imaging across the top three regional commercial payers. Deliberately exclude complex surgical authorizations, inpatient stays, Medicare or Medicaid, and denial appeals.
**Cold Start Problem**: The system requires thousands of historical authorization requests to map unwritten payer rules and edge cases. Break this by shadowing manual authorization teams at a single design partner to manually encode deterministic rules for a narrow set of routine procedures.
**Time To First Value**: 2-4 weeks of EHR integration and payer portal credentialing
**Data Moat Available**: true
**Technical Difficulty**: High

## Neighborhood

### Where the gap lives

- [Prior Authorization Specialist](/Agents/Prior_Authorization_Specialist) — latent gap · Agents

### Incumbent in

- [In-House Billing Teams](/Products/In-House_Billing_Teams) — incumbent in · Products
- [Excel Spreadsheet Trackers](/Products/Excel_Spreadsheet_Trackers) — incumbent in · Products
- [CoverMyMeds Portal](/Products/CoverMyMeds_Portal) — incumbent in · Products
- [Epic Systems](/Products/Epic_Systems) — incumbent in · Products
- [Fax And Phone](/Products/Fax_And_Phone) — incumbent in · Products
- [Waystar Health](/Products/Waystar_Health) — incumbent in · Products
- [Availity Essentials](/Products/Availity_Essentials) — incumbent in · Products

### Applies thesis

- [Hospital Network](/CompanyTypes/Hospital_Network) — applies thesis · CompanyTypes

### Embodies

- [Software](/Theses/Software) — embodies · Theses

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