Context intelligence strategy: Owning the strategy for the shared, governed context layer - ontology, knowledge graph, semantic definitions, metric registries, and business glossary - so agents reason with consistent commercial meaning (brands, channels, vendors, KPIs) rather than raw table lookups. Access-Aware Retrieval, Agent Evaluation, Agent Observability, Business Glossary & Metric Registry Design, Context Health Metrics (Accuracy, Freshness, Compliance), Data Governance for AI, Enterprise Architecture Influence, MLOps / LLMOps, Prompt Engineering Libraries, Regulated-Industry AI Experience.