Medisure

Inspiration
Watching coordinators burn nights chasing RFIs because insurers reject half-baked GL requests.

What it does
Pre-checks cases against payer rules, flags blockers, auto-packages submissions—slashes RFIs and approval time.

How we built it
Rule engine + AI letter generator wired to insurer APIs/portals; low-code config layer for new payers.

Challenges
Every payer’s PDF is a unique snowflake; sleep became optional.

Accomplishments
It actually works—live cases, fewer RFIs, happy coordinators.

What we learned
Insurance rules are fractal; clarity beats complexity.

What’s next for Medisure
More payers, smarter risk models, and finally catching up on sleep.

Built With

• convex
• gemini
• nextjs
• vercel