Design review is one of the most practical places to apply AI because it sits close to real engineering decisions. By the time a design is ready for review, the team already has CAD models, drawings, requirements, standards, BOM data, supplier input, and past feedback to work from. AI can use that context to check routine issues, prepare review packages, and surface relevant history, while engineers stay responsible for final judgment.