CONTINUOUS SURGICAL DATA
Surgery captured as a complete trajectory.
Rights-cleared data collected continuously across 20+ high-end surgical facilities in India under a U.S.-developed capture and annotation protocol, with a minimum capacity of 1,500 hours per week.
Request Medical sample dataCOLLECTION INFRASTRUCTURE
A continuous supply program, not a one-time study.
The protocol standardizes capture, synchronization, annotation, quality review, provenance, and rights documentation across 20+ high-end surgical facilities throughout India.
U.S.-developeddata capture protocol
Capture and annotation specifications developed in the United States for consistent multimodal delivery.
1,500+hours every week
Minimum continuous collection capacity across approved procedure families and participating sites.
20+high-end facilities across India
A nationwide network of advanced surgical environments spanning common, high-volume, specialist, and complex procedures.
Delivered data is rights-cleared for the contracted, approved AI training or evaluation use, with site, participant, privacy, and institutional requirements documented for each program.
PROCEDURE COVERAGE
Common volume and specialist depth.
The catalog can balance repeatable procedures with specialist cases that expose complex geometry, decisions, deviations, and recovery behavior. Final availability depends on participating sites and approved protocols.
Repeatable procedures at useful scale
High-frequency procedure families suited to broad coverage, variation, phase recognition, and standardized evaluation.
- Laparoscopic cholecystectomy01
- Open + laparoscopic appendectomy02
- Inguinal, umbilical + ventral hernia repair03
- Cesarean delivery04
- Cataract surgery05
- Colectomy + common colorectal procedures06
Expert procedures with richer trajectories
Specialist cases where geometry, judgment, instrument use, deviations, and recovery behavior carry exceptional model value.
- Robotic + minimally invasive oncologic surgery01
- Hepato-pancreato-biliary procedures02
- Neurosurgical tumor + skull-base procedures03
- Cardiac + thoracic procedures, including CABG04
- Complex spine + joint reconstruction05
- Renal transplant + microvascular reconstruction06
SYNCHRONIZED LAYERS
From procedure video to spatially grounded expert action.
The collection design can combine media, 3D position and pose, instrument events, expert interpretation, deviations, recoveries, and permitted outcome signals.
Egocentric visual
- Surgeon POV
- Procedure video
- Instrument view
- Scene context
3D spatial
- Position
- Pose
- Instrument trajectory
- Anatomical reference
Temporal + action
- Procedure phases
- Actions
- Key events
- Transitions
Narration + cognition
- Expert narration
- Decision points
- Cues
- Alternatives
Deviation + recovery
- Errors
- Corrections
- Recovery trajectory
- Verified state
EXPERT PERSPECTIVE
Models need more than a camera feed.
Expert procedural intelligence can preserve the cues that matter, the alternatives considered, the selected action, what changes, and how an expert recognizes and corrects a deviation.
Collection designs are tailored to the intended use, participating institutions, procedure mix, capture environment, permissions, and approved data rights.
- Procedural phase recognition01
- Instrument + action understanding02
- 3D trajectory learning03
- Decision-point analysis04
- Error + recovery modeling05
- Continuous collection06
PROGRAM GOVERNANCE
Designed around the requirements of each collection.
Medical data programs require careful definition of the source, participants, permissions, institutional process, intended use, access, transformation, and retention requirements.
Rights-cleared means documented rights for the contracted field of use; it is not a blanket release. Site approvals, participant permissions, privacy treatment, institutional requirements, and approved data uses remain specific to each collection program.