AI agents need more than a semantic layer. Learn how to add lineage, quality, freshness, compliance, and ownership context, with guardrails and a rollout plan.
Agentic AI announcements are useful when they validate the need for governed data, semantic context, and cost-aware execution.
Event-driven compaction is valuable when agents coordinate maintenance with workload signals, table health, and commit safety.
Microsoft Fabric agentic analytics is a reminder that schemas, semantic models, and governed lakehouse design now shape AI behavior.