tensorgical

AI research
for surgery.

Robotics and AI will change how surgery is done. Tensorgical is developing models that understand and learn medicine

Explore our work
tensorgicalDraft

Operative report

Laparoscopic cholecystectomy

Access

Trocars were placed under direct vision.

Anatomical identification

The critical view of safety was achieved.

Cystic duct

The cystic duct was clipped and divided.

Suggested procedure code
CPT 47562

Pending surgeon review

The procedure
in its clinical context.

We are developing models that connect surgical video with the wider clinical record—from imaging and pathology to physiology.

tensorgical

Medical models

Operative documentation
Clinical research
Surgical robotics
Electronic health record

The record around the procedure.

History, treatment, investigations, and clinical notes provide context before and after surgery.

  • Clinical history
  • Medication records
  • Laboratory results
Clinical record

History

  • Presenting complaint
  • Previous procedures
  • Medical history

Assessment

  • Examination
  • Investigations
  • Clinical findings

Treatment

  • Medications
  • Interventions
  • Follow-up
Before surgeryAfter surgery

For the teams around the operating room.

For surgeons

Review the operative note alongside the moments that support it. Correct the language, confirm the detail, and sign the final report.

Workflow
Operative documentation
Source
Surgical video
Output
Surgeon-reviewed report

For revenue cycle teams

Bring the procedure, its documented steps, and the source video into coding review. Keep the evidence behind a suggested code in view.

Workflow
Coding review
Source
Documented procedure
Output
Video-linked code rationale

For hospitals

Connect surgical video with documentation, research, and education. Shape the first deployments with the clinical teams who will use them.

Workflow
Clinical collaboration
Source
Hospital data partnerships
Output
Operative reporting

Surgical video understanding.

We outperform existing models.

Discuss our research
ModelAnswer accuracy
Tensorgical63.4%
Fine-tuned open model51.9%
Frontier model (zero-shot)38.8%

Preliminary results from a public surgical video question-answering benchmark. Pre-evaluation leaderboard, 2026.

Questions.

Work with
Tensorgical.

Clinical partnerships, research collaborations, and engineering.

contact@tensorgical.com