Context: Capgemini AI Centre of Excellence (CoE).
Challenge: Duplicate efforts across delivery teams, inconsistent quality standards, and lack of reusable components.
Solution: Established enterprise AI governance frameworks, architecture standards, deployment guidelines, and reusable component libraries. Designed automated LLM evaluation pipelines and governance workflows.
Outcome: Reduced development redundancy by 40%, improved team productivity by 25%. Accelerated AI adoption across the organization.