Duality AI has developed an AI-Driven Quality Control (AIDQ) framework that automates defect detection and classification across manufacturing processes. This approach overcomes one of the largest barriers to AI deployment, limited data, by enabling rapid, scalable, and controllable dataset generation tailored to specific products, components, and defect types.