Concept Cases|AI Integration|Service

AI Insider Risk Detection: Minimizing False Alarms with GenAI

Written by AQ | Feb 10, 2026 8:46:08 AM
Hybrid detection using Machine Learning and GenAI
Advanced situational judgment based on on-site context
Reduced management burden by minimizing false alarms

For Various Industries Use Cases by Industry

01. Retail (Backyard Monitoring & Inventory Management)

Use Cases
Detecting off-duty staff entering restricted inventory areas
Monitoring stay duration in personal bag restricted zones
Automatically identifying unusual movement patterns of high-value items
Key Benefits
Prevention and early detection of internal theft (shrinkage)
Prevention of false accusations against authorized personnel
Significant reduction in manual video review time for store managers

02. Manufacturing (Critical Parts & Safety Management)

Use Cases
Detecting unauthorized workers entering hazardous or restricted zones
Verifying removal of raw materials via non-designated routes
Identifying suspicious long-term presence in non-work areas during breaks
Key Benefits
Mitigating loss or theft of rare materials and expensive components
Real-time monitoring of workplace safety regulation compliance
Early detection of precursor behaviors leading to potential accidents

03. Logistics & Warehousing (Security & Anti-Tampering)

Use Cases
Detecting personal smartphones or bags in sorting/packing areas
Analyzing suspicious behavior around sensitive documents or shipping labels
Detecting unauthorized picking at shelves outside of assigned tasks
Key Benefits
Minimizing damage from "cargo pilferage" during the sorting process
Preventing physical removal of data containing personal information
Dramatically Reducing security footage review time.