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Objective surgical coaching

Surgical performance, made measurable.

What we built

An AI coach for surgical practice.

One system, from the practice bench to the program dashboard.

How it works

  1. 01

    Capture

    From one smartphone to a multi-camera system, synced frame by frame.

    Multi-camera capture
  2. 02

    Measure

    Hand tracking and a close-up view measure every session.

    Metrics

    • EfficiencyTime to complete each step.
    • Economy of motionHow smooth and economical each movement is.
    • ResultsBenchmarked against expert attendings' technique.

    Plus many more.

    Instrument meets tissue

    • Needle angle
    • Bite
    • Tissue handling

    Measured on every stitch.

    Overhead view of a resident suturing at the station, with the current action labeledClose-up of the needle driver entering the practice tissue
    Real resident practiceBroken into steps and scored
  3. 03For residents and other learners

    Coach

    Specific feedback with clips of the resident's own work beside an attending's. A score tells residents where they stand; coaching tells them what to change in the next session.

    • Work area
      “Keep your hands close to where you are stitching. Don't lift them away between stitches.”
    • Both hands
      “Use both hands. Your other hand should hold the tissue steady while you stitch.”
    • Movement
      “Line the needle up first, then turn your wrist to follow its curve.”
  4. 04For attendings and program directors

    Manage

    Program analytics and review tools: objective records of technical skill, week by week, to support competency decisions.

    Program dashboardSample data

Every session becomes structured performance data that helps the next surgeon improve.

Who it's for

Beyond the residency program.

We started in residency training. Here is what the same system can do for other groups.

Simulation centers

Measured practice, starting with suturing.

Add a capture station to the bench, and FinePoint scores and coaches each session. The same cameras and software are moving up to pig lab work.

Pilot it in your sim center →

Surgical societies and courses

The same model and metrics for every participant.

Standardized physical models, with metrics published in cardiothoracic surgical training.

Bring it to your course →

Global surgery

Extending FinePoint into cleft repair.

Training with Global Smile Foundation and a leading U.S. children's hospital.

Global Smile Foundation
30+surgeons in the November 2026 cleft program
Talk to us about global surgery →

MedTech

Benchmark new technologies against expert performance.

Use structured procedural data to understand how devices and procedures are used, improve training, and evaluate performance.

  • Device training
  • Procedure development
  • Evaluation
Start a MedTech project →

Start a pilot

How a pilot works.

We build each training module with your faculty, and run it alongside your program.

  1. 01

    Pick a skill to start with

  2. 02

    Pilot with one cohort

  3. 03

    Measure and coach

You provide
  • A faculty champion and attending benchmarks
  • Space for a practice station
  • Trainees who practice and give feedback
  • Guidance on the skills that matter most
We provide
  • Capture stations and setup
  • The coaching app for trainees
  • The program dashboard for faculty

If you want to publish, we support co-authored research and grants. Data is handled under IRB approval and a data-use agreement.

Make your next training module measurable.

For investor inquiries, email qiuyan@finepointsurgical.com.