GenAI Inspection for Battery Manufacturing
The Challenge:
Battery Production Blind Spots
Even small defects in electrodes, separators, or welds can trigger recalls, safety risks, and reputational damage. At the same time, process issues such as drifting weld heads or misaligned feeders create unplanned downtime and unstable yields.
Traditional vision systems require large datasets and AI expertise, yet still miss rare defects and overlook line health, resulting in safety incidents, product escapes, and costly production losses.
GenAI-powered Inspection and Monitoring for Battery Manufcturers
Low Data
Models learn from limited defect and wear examples, overcoming the challenge of scarce training data.
Low Touch
Deployment is simple and non-invasive, integrating with existing infrastructure without disrupting operations.
Expert-Centric
Designed for maintenance and operations teams, with a human-in-the-loop approach that leverages subject matter expertise.
