Vertical AI · Startup idea
Vertical AI for veterinary: the medical-scribe play, with fur
Vet clinics have the same scribe problem as human medicine, they just don't have the AI vendors yet. Same product, smaller addressable market, much less competition.
Why now
30,000+ vet clinics in the US alone. The PIMS (practice information management system) market is dominated by 3 legacy vendors. AI-scribe penetration is essentially zero in 2026.
The idea you could build today
Audio capture during the visit, structured note in the PIMS format. Ship as a Chrome extension on top of Avimark, ezyVet, or DaySmart. Per-vet seat pricing under $100/mo.
Build stack
- ·Whisper / Deepgram for audio
- ·Chrome extension for the PIMS injection
- ·Anthropic Claude for note structure
- ·Stripe for per-vet billing
The three repos already trying
Pulled live from our current-period signal index.
Digital health platform streamlining clinical documentation and patient engagement for healthcare providers.
Deceleration
-60%
14-day velocity Δ
6 contributors
Healthcare AI platform enabling secure federated learning and privacy-preserving medical data collaboration.
Deceleration
-62%
14-day velocity Δ
16 contributors
Free and open-source ecosystem of modules enabling digital health systems
Deploy frequency spike
+999%
14-day velocity Δ
5 contributors
Matched against the current-period startup signal panel (healthcare, ai-ml). Rankings shift weekly as the underlying GitHub activity moves. Read the methodology.
The seed-round pattern hiding in the trendline
Healthcare AI OSS that ships a vet-specific fine-tune hit the seed-stage tell.
Frequently asked
Is the market too small?+
$3B in PIMS revenue, with 30K clinics. At $100/mo per vet (avg 2.5 vets/clinic), that's a $90M ARR market on penetration alone, and the AI add-on prices above the PIMS, not under it.
Use the signal, not just the idea
Watch this idea live, every week.
The repos above re-rank automatically as commit velocity, contributor growth, and new-repo creation move. Want the data feed for this idea wired into your own stack? The MCP server exposes every signal as a tool any agent host can query.
Related ideas
Updated 2026-08-25. The framing is editorial; the “three repos already trying” slot is generated from the live signal panel. Anonymity rule: we name public GitHub orgs, never individual founders or stealth teams.