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Bringing Conversational Analytics to your entire data ecosystem
Google Cloud has expanded Conversational Analytics across its data ecosystem, providing general availability for BigQuery and Looker. The system allows natural language querying of enterprise databases using integrated security and governance controls.
Why it matters
Business leaders can access complex data insights without needing to write SQL, speeding up decision-making. This reduces the technical barrier for non-technical staff to retrieve information from critical databases safely.
The details
- Supports multi-cloud data including AWS S3 Unity Catalogs and Apache Iceberg.
- Features HIPAA compliance and data residency in the US and EU.
- Agentic Workflows offer proactive anomaly detection and scheduled reporting in preview.
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Key connections
Google owns Cloud SQL.
Google owns Data Studio
Google owns BigQuery Studio
Google develops BigQuery Studio as a workspace for data and AI
Google owns Database Studio
Google owns BigQuery Graph
Google offers BigQuery Graph as a capability within BigQuery
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Google owns Spanner Graph
Google develops and offers Spanner Graph as part of Google Cloud Spanner.
Google develops LookML as the modeling language for Looker
Google Cloud uses Generative AI
Google Cloud integrates its serverless infrastructure with generative AI tools.
Google owns Agent Development Kit
The article refers to it as the Google Agent Development Kit (ADK).
AWS owns Unity Catalog
BigQuery uses Generative AI
Looker uses Generative AI
BigQuery uses OpenTelemetry
General availability of Conversational Analytics across BigQuery and Looker
BigQuery is related to AlloyDB
Conversational Analytics integration
Looker semantic model grounding
BigQuery is related to BigQuery Studio
Conversational Analytics integration in BigQuery Studio
Conversational Analytics API is related to Agent Development Kit
Used together to build custom data agents
Google Cloud is related to European Union
Data residency and machine learning processing endpoints within the European Union
BigQuery is related to Spanner
BigQuery provides direct query federation with Spanner.
BigQuery is related to Apache Iceberg
BigQuery supports autonomous performance optimizations on Apache Iceberg open table formats.
Google operates and provides the AlloyDB database service.
Spanner is Google Cloud's planet-scale relational database service.
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