Healthcare
Medical Coding Copilot
Clinical note in, suggested ICD-10 and CPT codes with rationale out.
Production proof: Medical coding is the highest-ROI healthcare AI area (the industry loses ~$36B/yr to coding errors). Built on my clinical-documentation stack. Read the case study →
Try a sample
Result
⚡ Run it live with your own API key no key set
Your key is held in memory for this session (kept for this tab only if you tick the box) and sent only to the provider you choose, directly from your browser. This site has no backend server — you can confirm it in your browser's Network tab: requests go only to the provider, never to this site. Live runs use small, fast models with hard token caps; a typical run costs well under $0.01, billed to your own account.
Honest limits: no website can protect a key from a compromised browser or malicious extension. Use a key with a spending cap, and revoke it after playing if you like.
How it’s engineered
- Codes are suggestions with a quoted rationale from the note, so a certified coder can verify each in seconds rather than trusting a black box.
- The "documentation gaps" section is where the money is: it prompts the clinician to document what supports more specific, defensible codes.
- In production this runs against the full encounter record with payer-specific rules and a validation pass that rejects codes with no textual support — the same grounding discipline as my clinical-note system.