Develop practical AI solutions for enterprise customers by translating business needs into solution plans, prototypes, workflows, evaluations, and production implementations. Guide trade-offs involving reliability, scalability, governance, and customer impact; coordinate stakeholders, resolve delivery risks, measure adoption and value, and convert recurring implementation lessons into reusable capabilities.