Evaluate AI capabilities across engineering delivery, AI Factory, application operations, quality and reliability, tooling, automation, clinical data, and governance to identify gaps, duplication, and optimization opportunities. Identify opportunities to improve engineering experience, capability discoverability, adoption, and cross-functional workflows while reducing rework, operational friction, and technical complexity.