AI “What Went Wrong?” — Incident Detective

An AI-powered incident analysis system that uses Gemma 4 to understand an incident scene and Laya to evaluate and rank possible explanations based on the extracted evidence.
When an unexpected incident occurs in a laboratory, workspace, or other environment, understanding what happened often requires examining incomplete visual evidence and considering multiple possible explanations.

A single incident image may contain useful clues such as objects, their positions, visible damage, stains, or unusual conditions. However, identifying what is visible and determining what may have happened are two different tasks.

Traditional image analysis systems can identify objects or describe a scene, but they do not necessarily provide a structured reasoning process for comparing multiple possible explanations.