Problem
Architecture debates stall deployments while sites keep running blind.
Business impact
Delayed value; brittle designs.
Current approaches
- All cloud
- All edge appliance
- Undefined hybrid
Why existing methods fail
- Bandwidth/privacy constraints ignored
- Edge boxes without fleet ops
- No offline story
How AI solves it
- Match workload to constraints
- Buffer/reconcile for offline
- Centralize governance and Operations Scores
With AnomaAI, detections become business events with evidence—so teams review what matters and leaders see outcomes, not camera walls.
Business outcomes
- Pragmatic architecture
- Resilient timelines
- Scalable fleet management
Frequently Asked Questions
What does AnomaAI support?
Designs that respect site constraints while preserving event continuity and evidence.
Related use cases
Next step
Ready to see this on your cameras? Book a demo or explore Talk architecture.
