Healthcare & Life Sciences
AI that clears security review because nothing leaves
Clinical areas and life-sciences production lines share a constraint with defense manufacturing: the imagery contains something that cannot be uploaded. That rules out most vendors.
Use cases
Where AI pays off here
Sterile and clean-room monitoring
Gowning compliance and procedure verification without identifying individuals.
Production line inspection
Fill, seal, label and packaging verification on device and consumable lines.
On-site document systems
Search and drafting over internal records, running inside your perimeter under your access controls.
Binding constraints
- HIPAA / BAA
- PHI and imagery residency
- Validation records
- Audit logging
Engagements
How we typically start
- 01Physical AI
Edge AI & Computer Vision
Detection, inspection, tracking and safety on-device. Milliseconds, and no network dependency.
- 02Core AI
End-to-End AI Development
First workshop to an operated system, one accountable team. Agents, retrieval, custom models.
- 03Physical AI
Vision Systems Integration
Cameras, optics, lighting, enclosures, and the PLC, SCADA and MES interfaces that make results act.
Start with a call, then a costed plan
Thirty minutes on the problem, the site and the constraints. If it looks like a fit, the next step is a four-week AI Pilot at a fixed price, with acceptance criteria signed before any code is written.