Spanner

You can use <a href="https://docs.cloud.google.com/bigquery/docs/export-to-spanner#export_using_a_cloud_resource_connection">Cloud resource connections with EXPORT DATA statements</a> to reverse ETL…

You can create BigQuery <a href="https://docs.cloud.google.com/bigquery/docs/materialized-views-create#spanner">non-incremental materialized views over Spanner data</a> to improve query performance…

Spanner now offers <a href="https://docs.cloud.google.com/spanner/docs/reference/standard-sql/ml-functions">AI functions</a>, as a part of machine learning functions, that help you perform…

Spanner supports the optimistic concurrency control mode. Optimistic concurrency control is suitable for transactional workloads with low read-write contention. It assumes that conflicts in…

You can use <a href="https://docs.cloud.google.com/bigquery/docs/export-to-spanner#export_continuously">continuous queries to stream BigQuery data to Spanner in real time</a>. This feature is <a…

Spanner supports the following <a href="https://docs.cloud.google.com/spanner/docs/managed-autoscaler">managed autoscaler</a> features: • Autoscaling based on <a…

Spanner supports the following: • <a href="https://docs.cloud.google.com/spanner/docs/editions-overview#monitor-edition-feature-usage">Monitor the usage of Enterprise edition and Enterprise Plus…

Control of MCP use with organization policies is deprecated. After March 17, 2026, organization policies that use the gcp.managed.allowedMCPServices constraint won't work, and you can control MCP use…