Industry Cases

Video AI Case Studies

Use Cases

See how existing CCTV supports faster alerts and safer sites.

Products

AIWinOps WinEdge

Science park

Multi-⁠Camera Anomaly Alerts

Incident response 6 minutes → 45 seconds

Pain Points

Customer pain points

Staff rotate through dozens of CCTV feeds
Incidents are easy to miss
More monitoring staff raises costs

Results

Results and benefits

One edge device analyzes multiple video feeds
AI flags unusual activity in real time
Response fell from 6 minutes to 45 seconds

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AI Edge Computing

Products

AIWinOps WinEdge

Machinery manufacturing plant

Plant Safety Monitoring

Real-⁠time alerts using existing CCTV

Pain Points

Customer pain points

Manual monitoring cannot cover the whole plant
Fatigue leads to missed incidents
Violations are hard to document

Results

Results and benefits

Use existing CCTV to detect unsafe behavior
Send real-⁠time alerts
Log events for audits and training

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AI Visual Inspection

Products

AIWinOps WinEdge

Smart warehouse site

Forklift Safety Monitoring

Zone-⁠based alerts for forklift safety

Pain Points

Customer pain points

Spotter rules are hard to verify
Manual patrols cannot warn in time
Incidents lack preventive controls

Results

Results and benefits

Segment forklifts and people in video
Set virtual fence rules for each zone
Alert staff and archive event footage

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AI Visual Inspection

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Video AI Case Studies

Video AI in practice

Multi-⁠Camera Anomaly Alerts

Customer pain points

Results and benefits

Plant Safety Monitoring

Customer pain points

Results and benefits

Forklift Safety Monitoring

Customer pain points

Results and benefits

Where could AI help you?