Idea check
Describe an idea in a few words. We search every tracked accelerator company - name, one-liner, description - and tell you how contested the space already is.
verdict
Crowded
25+ companies from the last two years match. You would need a sharp wedge - a niche, a geography, a distribution edge the incumbents lack.
39
from the last 2 years
95
matches all-time
48
avg AI visibility score
94%
of checked sites still alive
Clusters: Vertical AI agents (51) · Healthcare and bio (20) · Fintech (7) · Agent infrastructure (6) · Consumer (4)
| Company | Program | Batch | What they do |
|---|---|---|---|
| Andco | yc | X26 | Agents that build personal injury cases |
| Sully Ai | plugandplay | PnP 2025 | Autonomous Agents for Healthcare |
| Avelis Health | yc | S25 | We audit medical claims for self-insured employers and health plans. |
| Adentris | yc | X25 | Real-time AI Compliance & Revenue Integrity for Medical Providers |
| Substrate | yc | S24 | Artificial Intelligence for your medical billing team |
| machine0 | yc | S26 | AWS for Agents |
| Elite | yc | S26 | Healthcare AI |
| Radley | yc | S26 | The AI-native radiology practice |
| Hubble | yc | S26 | AI-native retrieval engine for medical records |
| Voquill | yc | X26 | The agentic OS for medical labs |
| Panacea | yc | X26 | AI-Native FDA Regulatory Services |
| TakeCareOS | yc | X26 | AI-native operating system for long term care providers |
| Taiga | yc | X26 | Autonomous medical billing |
| Harbor | yc | X26 | AI-native CRO for clinical trial operations |
| Kuli | yc | X26 | AI coworker for marketing teams at the largest consumer brands |
Keyword search over accelerator portfolios only - it will not see companies outside these programs, and phrasing matters. Treat "open" as a prompt to dig, not proof of a gap.