AI-Powered Dent Detection Platform for Automated Vehicle Inspections

A car rental and fleet management company that operates across multiple cities, managing a large volume of vehicle check-ins and returns daily. They sought to improve operational efficiency and reduce manual errors in documenting vehicle condition—especially during pickup and drop-off at different locations.

The Need:
The client required an AI-based solution that could automatically detect dents, scratches, and other visual damages by comparing vehicle images taken at pickup (source) and drop-off (destination). The goal was to reduce disputes, automate inspection reports, and enable faster vehicle turnaround without relying on manual visual checks.

Our Solution:
We developed a computer vision–driven dent detection platform using Agentic AI architecture. The system captures and analyzes vehicle images through mobile or fixed cameras, automatically highlights discrepancies, and generates damage reports. A supervisory agent coordinates between object detection models, history databases, and image comparison logic to deliver accurate assessments within seconds.

Outcome Achieved:

• Enabled automated comparison between pre and post-rental images for accurate dent detection
• Reduced manual labor and subjectivity in vehicle inspections
• Delivered real-time, AI-generated inspection reports with photographic proof
• Integrated with the client’s rental management system for end-to-end workflow automation
• Improved customer trust by providing transparent, data-backed damage claims