Resources
Practical guides for deploying ML, AI & CV in production
Honest, technical resources for operations leaders, IT teams, and clinical buyers evaluating machine learning, AI, and computer-vision platforms.
Buyer’s guides
Guide · 12 min
HIPAA-compliant computer vision: a buyer’s checklist
What to require from any CV vendor before signing a BAA — data residency, audit logging, on-device anonymization, BAA scope.
HealthcareCompliance
Guide · 10 min
Computer vision vs. traditional analytics
CV-based monitoring vs. badge-swipe, RFID, manual time-motion studies — with a decision framework.
Strategy
Whitepaper · 18 min
On-prem vs. cloud for camera analytics
Latency, data residency, cost, ops tradeoffs. TCO template included.
Architecture
Checklist · 6 min
Security review checklist for CV vendors
The questions your security team should ask any CV vendor.
Security
Implementation
Playbook · 20 min
The 30-day CV pilot playbook
Step-by-step for running a successful 30-day pilot.
Guide · 8 min
Dashboards your floor will actually use
What separates dashboards that drive change from ones nobody opens.
Reference
Glossary of CV ops terms
Plain-English definitions.
Sample camera coverage maps
Reference layouts for common deployments.
API documentation
Full REST and GraphQL reference.