- New GA features: updated Simba JDBC driver, conversational analytics with graph chat, and BigQuery pipelines now support automated metadata enrichment and Knowledge Catalog data quality scorecards (also extended to Dataform workflows).
- Google Cloud Data Agent Kit is GA for browsing Bigtable instances, designing schemas, and running GoogleSQL queries; BYOL license management for Google Cloud VMware Engine is now generally available.
- Preview of Network Services Monitoring and CLI support for Azure/AWS monitoring bundles; Gemini Enterprise can now generate code for UDF single‑message transforms in Pub/Sub.