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Mango Medical

Active

Foundation models for planning orthopedic surgery

Winter 2026Founded 20243 people
AI insightcan contain mistakes
Surgical Planning AISaaSOrthopedic surgeons, hospitals, surgical centersMedium competition
Moat
Surgeon-ready plans in minutes (vs. days); FDA 510(k) clearance creates regulatory moat; 8-figure LOIs validate demand.
Key risk
FDA approval timeline unpredictable; competing against manual planning and other surgical AI; surgeon adoption friction.
Why now
Surgical volume pressure; AI vision capable of analyzing imaging; surgeon demand for efficiency.
Competitors
Orthogenrx, Medacta, traditional surgical planning

About

Mango Medical builds agentic surgical planning AI for orthopedic surgery. We deliver surgeon-ready plans in minutes instead of days. 8-figure LOI from a top orthopedic company. Pursuing FDA 510(k) clearance. We're building a future where every surgery follows a personalized plan.

Founders ยท 2

Adrian Kilian
Adrian KilianFounder & CEO

building AI agents for orthopedic planning. ex-dentist and voice actor. we are building a world where every orthopedic surgery is patient-specific and simulated.

Jorge Padilla Perez
Jorge Padilla PerezFounder

Research in AI, XR, and robotics in medicine โ€” now building the foundations of AI for autonomous orthopedic surgeries.

Launch

Launched on Y Combinator ยท Mar 2026
View launch post โ†—

Surgery planning takes specialized engineering teams multiple business days - Mango Medical does it in seconds.

Mango Medical builds AI Agents that take CT scans and X-rays to generate patient-specific surgical plans for orthopedic implants. It enables implant companies to submit scans via API and receive instant, full planning for procedures like shoulder replacements, reducing turnaround from days to seconds.

Formerly โ€œMango Medical Inc.โ€

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