Use Cases

Real results from everyday retail scenarios. Each example shows how ThreatLens AI turns live camera feeds into proactive alerts and unified evidence.

Dome Cameras

ThreatLens AI detects pre-incident patterns and anomalies from dome feeds in real time.

  • Cross-angle context for self-checkout and exits
  • Configurable zones & sensitivity per store
  • Evidence clips auto-saved to cases

Entry & Exit

Spot high-risk patterns—loitering, booster bags, large groups—before they escalate, and coordinate floor response with confidence.

  • Risk scoring & real-time alerts
  • Link incidents across stores
  • Privacy-first detection zones

Self-Checkout

Detect item-skip, barcode switching, and bagging anomalies. Tie camera evidence to POS to resolve disputes faster.

  • POS overlay with evidence clips
  • Guided, low-latency responses
  • Store-level tuning & reporting

Returns Desk

Unify returns-counter video with transaction data. Identify patterns across stores and reduce unnecessary refunds.

  • Appearance re-ID across stores
  • Receipt & item verification aids
  • Case timelines for investigators