Conversational Analytics in BigQuery and Looker

Answers plain-language questions about data in BigQuery and Looker using the company's own definitions.

Software you sign up for or install and run yourself. Submitted listing, not yet checked. Nothing on this page is sponsored.

What it does

Conversational Analytics lets people ask questions of their data in natural language through agents grounded in the organisation's catalogue, glossaries and semantic definitions. It is generally available in BigQuery and Looker and through the Conversational Analytics API, and in preview for AlloyDB, Cloud SQL and Spanner. Agents can analyse the factors behind a change in a metric, send scheduled summaries, and, in the Agentic Workflows preview, start when a metric moves outside set thresholds. Access follows the existing role, row and column permissions.

Type
Software product
Pricing
Pricing not published
Setup
Needs configuration
Access
Web app, API
Human review
Runs without review
Integrations
BigQuery, Looker, Data Studio, Gemini Enterprise
Vendor
Google Cloud
Website
cloud.google.comChecked 19 October 2026
Listed
19 October 2026

You provide

  • Questions in natural language
  • Data in BigQuery, Looker or connected sources
  • Catalogue, glossary and semantic definitions

You receive

  • Answers grounded in the company's data definitions
  • Analysis of the factors behind a metric change
  • Scheduled daily or weekly summaries

How the work runs

  1. 01

    Connects to the data and its catalogue context

  2. 02

    Takes a question in natural language

  3. 03

    Queries the data within the user's permissions

  4. 04

    Returns the answer or a scheduled summary

Before it is handed over

Runs without review. The work is accepted only when each of these is recorded.

  • Administrators review agent traces and user feedback

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