Automated Clinical Protocol Adherence Auditing

A Verifiable Workflow Automator agent monitors ongoing treatment plans for high-risk patients (e.g., sepsis protocols). It identifies deviations from institutional guidelines in real-time and, using defined action primitives, alerts the responsible care team via the EMR system, ensuring maximum procedural safety and compliance.

HealthcareGenerated concept12 chapters

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Chapter 1 of 12

Stellitron AI

Chapter 1 · cover

Real-time Verifiable Workflow Automators for High-Risk Clinical Protocols

Contact listed in the concept

contact@stellitron.com

Tagline

Seed+ Funding Deck | December 2025

Proposed funding ask

$5,000,000

Proposed value

Zero-latency protocol deviation detection
Automated EMR write-back & escalation
Powered by Stellitron Verifiable Logic

Explore the concept illustration

Generated illustration for Stellitron AI — Generated visual reference. Details and text in the illustration may differ from the concept notes.

The Silent Killer: Clinical Inertia

Chapter 2 · problem

Research and impact claims are generated. Source links and confidence labels require independent review.

The challenge

Clinical non-adherence is the leading cause of preventable hospital mortality. Manual auditing is retrospective, failing to save patients in the 'Golden Hour'.

Pain points

Sepsis mortality increases 8% for every hour of protocol delay.
Manual chart reviews only cover <5% of total patient encounters.
Billions in malpractice liability due to lack of verifiable audit trails.

Research claim

Label: Increase in mortality per hour of sepsis protocol delay
Value: 8%
Source: Journal of Critical Care Medicine

Generated impact claims

Range: 30% - 45%
Metric: Protocol Non-Adherence Rate
Context: Acute care settings in North American hospitals

Range: $3B - $5B
Metric: Annual Malpractice Cost
Context: Directly attributed to clinical documentation & protocol errors

The Stellitron Verifiable Workflow Automator

Chapter 3 · solution

Steps

Desc: Real-time HL7 FHIR stream processing of vitals, labs, and notes.
Title: Ingest

Desc: Logic-based cross-referencing against institutional gold-standard protocols.
Title: Verify

Desc: Direct EMR write-back to alert care teams or trigger orders.
Title: Act

Description

An autonomous agent integrated into the EMR that monitors live data, verifies adherence, and executes corrective actions via EMR primitives.

Architecture

Inputs: EMR Live Data (Epic/Cerner)
Lab Results
Nursing Notes
Outputs: Real-time Alerts
Automated Escalation
Compliance Audit Logs
Processing layers: Stellitron Clinical LLM
Verifiable Logic Engine
Primitive Mapping Layer
Integration points: FHIR API
SMART on FHIR
Direct Database Write-back

Defensibility

Moat over time: Network effect of codified protocol libraries across health systems
Increasing switching costs as Stellitron becomes the 'System of Record' for risk management
Dataset compounding from millions of audited clinical hours
Technical moat: Codified library of 500+ clinical primitives and a 'Verifiable Logic' layer that ensures AI actions are deterministic and safe.
Why hard to copy: Proprietary write-back primitives into legacy EMR systems require deep institutional trust and custom API handshakes.
Platform advantages: Not a generic LLM; clinical-grade guardrails prevent 'hallucinations' in patient care instructions.

A $115B Market Opportunity

Chapter 4 · market

Generated commercial assumptions and projections. Independently verify the inputs before using them in an investment or purchasing decision.

Serviceable market

$28,000,000,000 (Acute Care Real-Time Auditing)

Obtainable market

$1,400,000,000 (Top-tier US/EU Health Systems)

Total addressable market

$115,000,000,000 (Global Healthcare AI & CDSS)

Quote

The shift from retrospective auditing to real-time verifiable agents is the defining trend of 2025 healthcare IT.

Bottom up analysis

Pricing model

SaaS Platform Fee + Per-Bed Usage Tiers

Customer segments

Segment: Academic Medical Centers
Customer count: 120 systems
Total addressable: $54M
Avg contract value: $450k/year

Segment: Private Hospital Networks
Customer count: 2,500 facilities
Total addressable: $375M
Avg contract value: $150k/year

Competitive Landscape

Chapter 5 · competition

Features

Name: Real-time Intervention
Scores: Low
Medium
High

Name: EMR Write-back
Scores: None
None
Native

Name: Institutional Logic Graph
Scores: Low
Medium
High

Competitors

Brellium
Hippocratic AI
Stellitron

Big tech players

Company: Epic / Cerner
Threat level: medium
Generated competitive assessment: Focus on core infrastructure; they prefer partnering with specialized auditing agents via their marketplaces.

Company: Google Health
Threat level: low
Generated competitive assessment: Broad diagnostic focus rather than bedside workflow adherence and liability management.

Build vs buy analysis

Hospitals prefer Stellitron's 'turn-key' protocol library over building in-house to avoid 24-month dev cycles and regulatory liability.

Economic Engine

Chapter 6 · business model

Generated commercial assumptions and projections. Independently verify the inputs before using them in an investment or purchasing decision.

Streams

Desc: Annual recurring revenue per hospital system for core monitoring engine.
Title: Platform Subscription
Value: $150k - $500k / yr

Desc: Scalable fee based on high-risk ICU/ED patient volume.
Title: Usage-Based Auditing
Value: $15 / Patient Day

Desc: One-time fee for EMR primitive mapping and clinical workflow setup.
Title: Implementation & Integration
Value: $75k / Site

Traction & Validation

Chapter 7 · traction

Unverified generated claims. Pilot, customer, testimonial, and performance statements shown here are not established evidence of Stellitron’s work.

Unverified customer or partner names

Leading NE Health System
Regional Trauma Center Group

Unverified pilot claims

Value: $120k
Status: completed
Partner: Top-Tier Academic Medical Center
Testimonial: Reduced sepsis protocol deviation by 42% in our pilot ICU.

Metrics

Label: Commercial Launch
Value: Q4 2025

Label: LTV/CAC
Value: 12.1x

Label: Pipeline Value
Value: $2.4M

Unverified testimonial

Stellitron closed the loop for our sepsis team. We no longer ask 'what happened?'—the system ensures the right action is taken now.

Unverified validation claims

After: 94%
Before: 58%
Metric: Protocol Adherence
Improvement: +36%

Financial Projections

Chapter 8 · financials

Generated commercial assumptions and projections. Independently verify the inputs before using them in an investment or purchasing decision.

Projected indicators

LTV / CAC: 12.1x
Year 5 EBITDA: 38%
CAC payback: 11 Months

Revenue projections

Year: Y1 (2025)
Revenue: $0.45M

Year: Y2 (2026)
Revenue: $1.85M

Year: Y3 (2027)
Revenue: $6.2M

Year: Y4 (2028)
Revenue: $18.5M

Year: Y5 (2029)
Revenue: $42.0M

Operating assumptions

Sales hires: 6
Headcount y1: 14
Headcount y2: 28
Headcount y3: 52
Runway months: 20
Burn to milestone: Series B ready at $5M ARR
Engineering hires: 12
Avg burn per month: $280k

The Ask: $5M Seed+

Chapter 9 · ask

Generated commercial assumptions and projections. Independently verify the inputs before using them in an investment or purchasing decision.

Round

Seed+

Amount

$5,000,000

Runway

20 Months

Milestones

Metric: $2.5M ARR
Milestone: 25 Hospital Deployments
Timeframe: 12 months

Metric: Class II Certification
Milestone: FDA SaMD Clearance
Timeframe: 18 months

Use Of Funds

Amount: $2.25M
Category: Engineering & ML
Percentage: 45%

Amount: $1.25M
Category: GTM & Clinical Sales
Percentage: 25%

Amount: $0.75M
Category: Regulatory & Legal
Percentage: 15%

Amount: $0.75M
Category: Operations
Percentage: 15%

Runway breakdown

Months: 20
Key milestones: Q1 2026 Expansion
Q4 2026 Series A Prep
Break-even target

Strategic Exit Pathways

Chapter 10 · exit

Generated commercial assumptions and projections. Independently verify the inputs before using them in an investment or purchasing decision.

Scenarios

Type: EMR Platform Integration
Timeframe: 4-6 years
Valuation: $210M
Probability: High
Potential Acquirers: Epic Systems
Oracle Health (Cerner)

Type: Life Sciences Consolidation
Timeframe: 7-9 years
Valuation: $420M
Probability: Medium
Potential Acquirers: Medidata
Dassault Systèmes

Comparable Exits

Year: 2026
Company: Brellium (Projected)
Exit Type: Strategic
Exit Value: $150M+

Risk Mitigation

Chapter 11 · risks

Risks

Risk: FDA classification as SaMD
Category: Regulatory
Mitigation: Designating tool as administrative oversight with HITL validation.

Risk: EMR Data Fragmentation
Category: Technical
Mitigation: HL7 FHIR standardization and robust ETL pipelines.

Risk: Long Sales Cycles
Category: Financial
Mitigation: Tiered implementation fees and pilot-to-contract fast tracks.

Sources & References

Chapter 12 · sources

Contact listed in the concept

contact@stellitron.com

Sources

Source link: https://www.medidata.com/en/
Type: Industry Report
Title: Medidata: The New Era of Audit Trail Review

Source link: https://www.brellium.com/
Type: Competitor Analysis
Title: Brellium AI Compliance Platform

Source link: https://techcrunch.com
Type: Market News
Title: Healthcare AI Growth Trends 2025

Disclaimer

This pitch deck is AI-generated for illustrative purposes. All financial projections, valuations, and market data are estimates and should be validated with professional advisors.

Data sources

Exa AI Web Search
Gartner Healthcare 2025
Stellitron Proprietary Data

Generated by

Stellitron AI

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Generated assumptions

Average Annual Contract Value (ACV) of $75,000 per hospital site
Market penetration reaching 3% of SOM by Year 5
Expansion from pilot programs to enterprise-wide licensing in Year 3
95% annual retention rate typical of integrated healthcare clinical workflows

Listed research sources

AI Market Research
Competitive Intelligence
Financial Modeling

Source listings have not been independently verified by this viewer.

This pitch deck is AI-generated for illustrative purposes. All financial projections, valuations, and market data are estimates and should be validated with professional advisors.

Stellitron AI

Contact listed in the concept

Tagline

Proposed funding ask

Proposed value

The Silent Killer: Clinical Inertia

The challenge

Pain points

Research claim

Generated impact claims

The Stellitron Verifiable Workflow Automator

Steps

Description

Architecture

Defensibility

A $115B Market Opportunity

Serviceable market

Obtainable market

Total addressable market

Quote

Bottom up analysis

Competitive Landscape

Features

Competitors

Big tech players

Build vs buy analysis

Economic Engine

Streams

Traction & Validation

Unverified customer or partner names

Unverified pilot claims

Metrics

Unverified testimonial

Unverified validation claims

Financial Projections

Projected indicators

Revenue projections

Operating assumptions

The Ask: $5M Seed+

Round

Amount

Runway

Milestones

Use Of Funds

Runway breakdown

Strategic Exit Pathways

Scenarios

Comparable Exits

Risk Mitigation

Risks

Sources & References

Contact listed in the concept

Sources

Disclaimer

Data sources

Generated by

What would this needto work in your world?

Context for your review

What would this need
to work in your world?