Dento–Damage Assessment Agent

This agent assesses vehicle damage for insurance claims. Dento analyzes images of damaged vehicles, identifies the damaged components, and quantifies severity based on the affected area and depth when available.

When an image is submitted, the agent identifies and categorizes damage without any user trigger. It adjusts its analysis for vehicle angle, lighting, and visible parts, and adds metadata such as severity and location to each damage zone for use downstream. Using Google multimodal vision models in Vertex AI, it returns a structured JSON list of damaged parts and connects with vehicle pricing data to support cost estimation. This helps claims adjusters triage cases faster and more consistently and automates first notice of loss analysis in auto insurance. Insurance companies and automotive businesses use it for instant damage triage and 60 percent lower inspection costs.