Mango Medical GTM brain

category

market profile

• text: The startup describes agentic planning for orthopedic surgery and says it is pursuing FDA 510(k) clearance; independent clearance status has not been verified.
• text: Preoperative planning already includes established templating, image-based and manufacturer-linked options, so clinical workflow and evidence matter alongside speed.
• text: One third-party profile reports an initial focus on shoulder replacement; procedure scope needs direct confirmation.

personas

• title: Orthopedic surgeon
  pains:

  • Case-specific preoperative planning takes time and must fit individual anatomy
  • Needs to inspect and adjust a plan before relying on it clinically
• title: Orthopedic device company digital product leader
  pains:

  • Planning services can take days and require specialized manual effort
  • Needs scalable surgeon-facing workflow that integrates with the device portfolio and regulatory strategy
• title: Clinical innovation or procurement lead
  pains:

  • Must establish evidence, regulatory status and accountability before deployment
  • Needs imaging and existing planning workflows to interoperate without delaying cases

icp

• text: Orthopedic implant manufacturers and their surgeon networks evaluating patient-specific planning support; scale threshold is not publicly established.
• text: Orthopedic practices and surgical centers conducting image-based preoperative planning; exact procedure coverage and eligible settings require confirmation.

message pillars

• text: Center planning tools on the surgeon's reasoning.

objections

• objection: Is the software cleared for the intended clinical use?
  response: Obtain the current FDA status, intended use and regulatory documentation directly before clinical deployment.
• objection: How reliable are the suggested plans?
  response: Request validation data for the specific procedure, edge cases and surgeon review process; avoid assuming outcomes or clearance.
• objection: Will it fit our imaging and device workflow?
  response: Confirm accepted imaging, implant library support, integration requirements and turnaround in a bounded evaluation.

competitors

• name: Materialise
  why: OrthoView provides established orthopedic templating and planning.
• name: Brainlab
  why: TraumaCad provides orthopedic preoperative planning and templating.
• name: mediCAD Hectec
  why: Provides orthopedic planning and templating software.
• name: Formus Labs
  why: Develops AI-based orthopedic planning, including hip planning.

influencers

• name: Adrian Kilian
  url: https://healthtechweek.org/speakers/adrian-kilian
  why: Mango Medical founder and CEO who describes building AI for orthopedic surgical planning.

keywords

• orthopedic surgical planning software
• AI orthopedic planning
• preoperative planning orthopedic surgery
• patient specific surgical planning
• shoulder replacement preoperative planning
• orthopedic implant planning AI

voice

• concise
• surgeon-centered

signals

• text: An orthopedic implant company is investing in digital planning for its surgeon network.
• text: A practice or device team is seeking faster turnaround for patient-specific preoperative plans.

pricing

motion

confidence

Founders

• name: Adrian Kilian
  title: Founder/CEO
  role: CEO
  bio: 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.
• name: Jorge Padilla Perez
  title: Founder/CTO
  role: CTO
  bio: Research in AI, XR, and robotics in medicine - now building the foundations of AI for autonomous orthopedic surgeries.