Summary
Purpose-built AI agents automated engineering design and maintenance workflows across industrial operations. The system integrated multimodal asset data to support faster project cycles and smarter field service decisions. It augmented engineers and technicians with natural language insights, reducing manual effort and operational complexity. The approach enabled more autonomous, data-driven industrial operations at scale.