MEDICAL AI
Expert procedural intelligence for medical AI.
Capture procedural work from the expert’s perspective, synchronized with narration, actions, decision points, and structured temporal layers.
Discuss a medical collectionSYNCHRONIZED LAYERS
From procedure video to structured expert context.
Programs can combine the media, events, expert interpretation, and outcome signals relevant to the specific research or product requirement.
Visual
- POV video
- Procedure video
- Camera feed
- Instrument view
Audio
- Expert narration
- Commentary
- Procedure explanation
- Environmental audio
Temporal
- Procedure phases
- Actions
- Key events
- Transitions
Expert cognition
- Decision points
- Cues
- Alternatives
- Corrections
Outcomes
- Successful action
- Corrective action
- State change
- Outcome metadata
EXPERT PERSPECTIVE
Models need more than a camera feed.
Expert procedural intelligence can preserve the cues that matter, the alternatives considered, the selected action, and what happens next.
Collection designs are tailored to the intended use, participating institutions, capture environment, permissions, and approved data rights.
- Procedural phase recognition01
- Instrument + action understanding02
- Expert narration03
- Decision-point analysis04
- Rare or complex cases05
- Prospective 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.
Medical collection programs are designed around applicable permissions, privacy requirements, institutional requirements, and approved data-use rights. Specific controls and representations depend on the program and must be validated before collection or use.