Zero-code, low-cost data ingestion: New BigQuery DTS capabilities
This reduces the engineering time and cost enterprises spend building manual data pipelines, allowing teams to focus on data analysis rather than maintenance.
- Direct ingestion into Apache Iceberg managed tables in Preview from Google Cloud Storage, Amazon S3, and Azure Blob Storage.
- Fully managed remote Model Context Protocol (MCP) Server in Preview for AI application and agent integration.
- New database connectors for Microsoft SQL Server, PostgreSQL, and MySQL.
- New SaaS connectors for Shopify, Klaviyo, HubSpot, and Mailchimp.
- Enhanced migration features for Snowflake and incremental update support for ServiceNow, Salesforce, and Oracle.