Physician-reviewed surgical knowledge infrastructure

Surgical video remains. The knowledge inside it stays buried.

Recordings preserve what happened. They rarely preserve why a surgeon made a decision, what risk they recognized, or how they responded. MY ROBOTS extracts that knowledge and turns it into physician-reviewed, reusable surgical knowledge.

Physician reviewed Timestamped Procedure specific
Product concept · de-identified demonstration
AI Surgical Mentor
Physician review
De-identified surgical video 01:18:42
00:0002:06:15
DecisionPitfallResponse
Knowledge candidates4 items
DecisionApproved

Reconfirm the anatomical landmark before progression

01:18:42 · Physician reviewed

PitfallReview

Potential blind spot during the field transition

01:24:08 · AI candidate

TipApproved

Technique that stabilizes the next procedural step

01:31:55 · Approved after edit

ApproveEditReject
Source-linked knowledge
Human in the loop
MY ROBOTS / AI Surgical MentorScroll to understand the system
01 / Why this matters

The video remains.
The reasoning often does not.

A recording shows what happened. It rarely preserves why an experienced surgeon changed course, recognized a risk, or chose one response over another.

01

Long recordings are difficult to reuse

Critical moments are buried inside hours of video, making review and teaching material creation highly manual.

02

Judgment stays inside individuals

The rationale behind decisions is often shared verbally, inconsistently, or only after the right question is asked.

03

Institutional memory remains fragmented

Valuable experience is hard to search, compare, validate, and carry forward across teams and generations.

MY ROBOTS builds the missing memory layer between surgical video and clinical learning.
02 / How it works

From evidence
to institutional memory.

AI accelerates the first pass. Physicians determine what becomes trusted knowledge.

01Capture

Surgical video and permitted audio enter a controlled workflow.

02Extract

AI proposes decisions, tips, pitfalls, and troubleshooting moments.

03Review

A physician approves, edits, or rejects every candidate.

04Structure

Validated items remain linked to timestamps and source context.

05Reuse

Knowledge supports preparation, case review, and education.

Core design principleAI proposes.
Physicians decide.

The product is not designed to replace clinical judgment. It is designed to capture, structure, and extend it.

03 / Product output

A source-linked
knowledge asset.

Not a generic summary. A structured record of clinically meaningful moments, reviewer decisions, and reusable lessons.

Decision pointsTechnical tipsPitfallsTroubleshootingReview historySource timestamps
MY ROBOTSSurgical Knowledge Sheet
Physician reviewed
ProcedureFocused procedure · de-identified caseReview statusCompleted
4knowledge items
3approved
1edited
DECISIONReconfirm the anatomical landmark before progression

Approved by physician reviewer · linked to source moment

Approved
PITFALLPotential blind spot during the field transition

Edited for clinical specificity · linked to source moment

Edited
TIPTechnique that stabilizes the next procedural step

Approved by physician reviewer · linked to source moment

Approved
04 / Reuse across the learning cycle

One case.
More than one use.

Before surgery

Prepare with relevant decisions and risks

Review procedure-specific knowledge without searching through full-length recordings.

After surgery

Reflect on what happened and why

Link clinical discussion to exact moments, reviewer comments, and the surrounding context.

Across the team

Turn individual experience into shared memory

Build reviewed materials for education, continuity, and procedure-specific learning.

05 / Clinical design principles

Trust is part of
the product architecture.

A knowledge item is only useful if teams know where it came from, who reviewed it, and what changed.

01

Physician in the loop

AI output remains a candidate until a physician approves, edits, or rejects it.

Required
02

Traceable to source

Each item stays linked to the relevant timestamp and surrounding video context.

Timestamped
03

Procedure-specific validation

Quality is defined within a focused procedure and clinical workflow before expansion.

Focused
04

Data governance by design

Storage, access, de-identification, and permitted use follow partner requirements.

Controlled
The product is under development and validation. It is not presented as an autonomous diagnostic system, automated treatment decision maker, or unsupervised real-time clinical guidance service.
06 / Current stage

Prove usefulness
before scaling.

We are hardening the MVP and defining a repeatable physician-review workflow on a focused procedure and limited case set.

MVP development · clinical workflow validation
Validation set10–20 cases

Planned focused evaluation before broader expansion.

Core measuresQuality + review time

Approval, edit, rejection, usefulness, and reviewer burden.

Next objectiveRepeatable pilot

A standard workflow for upload, analysis, review, and output.

07 / News

What is moving now.

Public updates on selection and award status, PoCs, joint research, product development, events, and company milestones.

Selections & awardsPoC & researchProductEvents
Company

MY ROBOTS launches a redesigned corporate website

The new site presents AI Surgical Mentor and our physician-reviewed surgical knowledge infrastructure in both English and Japanese.

Product

Focused MVP and physician-review workflow validation is under way

Development is focused on a limited procedure and case set to define output quality, physician review time, and a repeatable pilot workflow.

Collaboration

PoC and joint research discussions are open

MY ROBOTS welcomes discussions with surgeons, hospitals, research institutions, medtech companies, and aligned partners.

View all news Only information approved for public disclosure is published.
08 / MY ROBOTS

Carry surgical experience
into the future of care.

MY ROBOTS is a healthcare AI startup developing AI Surgical Mentor — a physician-reviewed knowledge infrastructure built on surgical video.

Our goal is not to replace excellent surgical judgment. It is to make that judgment easier to review, learn from, and carry forward.

CompanyMY ROBOTS Inc.
Founded2023
Based inYokohama, Japan
FocusSurgical Knowledge AI
Build the first clinical proof with us.

The next step is a focused pilot.

We welcome conversations with surgeons, hospitals, research institutions, medtech companies, and aligned investors.