Problem
Teams use the terms interchangeably and then mis-scope projects.

Business impact
Wrong success metrics: model accuracy without operational change.
Current approaches
- Buy a CV model
- Buy a VMS analytics pack
- Build in-house
Why existing methods fail
- Perception without workflow
- Alerts without owners
- No ROI model
How AI solves it
- CV = perception; analytics/intelligence = decisions
- Require event + evidence + Operations Score design
- Evaluate platforms on outcomes
With AnomaAI, detections become business events with evidence—so teams review what matters and leaders see outcomes, not camera walls.
Business outcomes
- Cleaner RFPs
- Better architecture choices
Frequently Asked Questions
Where does AnomaAI sit?
AnomaAI connects vision detections to operational events, evidence, and executive intelligence.
Related use cases
Next step
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