Converging operational and analytical data for AI transformation

2026-04-22

7 min read

by Sean Zinsmeister

Tags:

Data Analytics

Google Cloud Next

Databases

Receive daily AI-curated summaries of engineering articles from top tech companies worldwide.

Google Cloud's Agentic Data Cloud unifies operational and analytical data to enable AI agents for real-time decision-making.

•Lakehouse federation for AlloyDB allows direct historical data queries from operational databases.
•Reverse ETL for BigQuery delivers analytical insights to operational systems with sub-millisecond latency.
•Spanner Columnar Engine runs analytical queries 200x faster on live operational data.
•Datastream for Lakehouse captures real-time changes from operational databases into Apache Iceberg tables.

This summary was automatically generated by AI based on the original article and may not be fully accurate.

Related Articles