AI Anomaly Narrative Engine
Every Incident Tells Its Story
When an anomaly is detected, VMukti's GenAI automatically writes the complete incident story — who, what, where, when, and why — with supporting video evidence, timeline reconstruction, and recommended actions.
Automated Incident Storytelling
VMukti's Anomaly Narrative Engine transforms raw detection events into comprehensive incident stories. When the AI detects an anomaly — unauthorized entry, suspicious behavior, safety violation, or equipment malfunction — it automatically generates a detailed narrative. The narrative includes a description of the event, identification of involved parties, sequence of actions, environmental context, historical comparison, and severity assessment. This eliminates hours of manual report writing per incident.
Auto-Generated
Incident Narratives
95%
Report Accuracy
Minutes
vs Hours Manual
Automatic incident narrative generation
Who/what/where/when/why coverage
Video evidence attachment
Timeline reconstruction
Severity and risk scoring
Evidence Chain Compilation
Every narrative automatically includes a complete evidence chain. Video clips from all relevant cameras, still images of key moments, object tracking paths, and metadata logs are compiled into a structured evidence package. This is invaluable for law enforcement handover, insurance claims, legal proceedings, and internal investigations.
Multi-camera evidence compilation
Still image extraction
Object tracking visualization
Metadata log inclusion
Legal-ready evidence packaging
Frequently Asked Questions
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