Competitive Landscape & Funding
Epic/Oracle AI embedding, $36.6B health tech IPOs, 55% of VC funding to AI, TAM threats
Compliance & Legislation
AI regulation, HIPAA evolution, state behavioral health mandates, CMS policy shifts
Models, Platforms & APIs
LLM releases, EHR integration APIs, multi-agent frameworks, wearable ecosystem
Staffing, Safety & Demand
Nurse strikes, burnout data, staffing crisis, behavioral health demand curves
Layer 1: Why It Matters
Connects signal to RNI's specific TAM, competitive threat, and timing position
Layer 2: What To Do
Concrete, time-bound directives — sign a pilot, pursue integration, update materials
Layer 3: What's Coming
Dr. Chen's predictive edge — 3-12 month forecast, move before competitors react
Why This Matters
Standalone TAM shrinks if they ship behavioral health modules. Their AI is generic — cannot do cross-domain reasoning with 48-96hr crisis prediction.
What To Do
Sign 3 pilots before they ship. Moat = 6-doctor council + 48-96hr prediction. Position as complementary (sits on top of EHR). Pursue integrations now.
What's Coming
Epic behavioral health AI at next UGM. Oracle follows 6mo later. Window for governance layer: 12-18 months.
Why This Matters
$0.22/VC dollar → healthcare AI. Abridge $300M at $5B. Non-dilutive path slower than market. Signed pilots validate faster than grants.
What To Do
Prioritize signed pilots over grants. Century Pricing ($5K/mo + $100/pt) makes decisions easy. Signed revenue = strongest leverage.
What's Coming
Valuations compress late 2026. Companies with real unit economics separate from vaporware. Century Pricing positions well.
Why This Matters
Waystar, Tempus, Hinge Health = comparable templates. Strong unit economics + defensible tech = premium valuations. Century Pricing built for this.
What To Do
Study each S-1 for benchmarks. Embed comparables into investor materials. Stack positioning maps to public market rewards.
What's Coming
IPO window open through mid-2027. 48-96hr prediction + 6-doctor council + decision governance = premium multiples.