Designed and deployed a multi-agent AI automation system for ecommerce operations. The architecture uses specialized agents for executive operations, catalog management, Amazon, marketing, IT, and product imagery, with secure execution services connecting AI workflows to business systems and APIs. Built the system to automate repetitive operational work while maintaining clear departmental responsibilities, governance, monitoring, and human oversight.