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OpenAI launches Data agent for ChatGPT Work analytics

OpenAI launches Data agent for ChatGPT Work analytics

3 Key Points

  1. What happened

    OpenAI announced Data agent for ChatGPT Work on September 10, letting staff connect internal data and build interactive dashboards through chat alone, with no query writing or new tools to learn.

  2. Why it matters

    Dashboards can now be created inside Omni, Oracle BI, Power BI, Sigma, Tableau, and ThoughtSpot, and Data agent pulls in each company's own business terms, metrics, formulas, and data relationships from sources like dbt and Snowflake Horizon.

  3. What to watch

    Whether adoption spreads hinges on administrators, who decide whether to deploy it and enable the data-source plugins. OpenAI already uses it internally, and NTT Data and others are using it in an alpha program.

WHO IT HITSNon-engineers — analysts, operations staff, and other business users — can now build and update dashboards in natural language, while IT administrators control deployment and which data-source plugins are switched on.

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Context & Analysis

OpenAI is positioning Data agent as a way to remove the usual technical barriers to internal analytics. Instead of writing queries or learning a new analytics tool, employees describe what they want in chat, and the feature connects to sources such as Amazon Redshift, BigQuery, Snowflake, and Databricks, along with files in Google Drive and SharePoint.

To interpret data correctly, it draws on each company's own business terms, metric definitions, custom formulas, and relationships between data, pulling those from systems like dbt, Snowflake Horizon, Databricks Genie Ontology, and BI dashboards. It also suggests next steps and people to involve, shares results through Slack or email, and carries out approved tasks through connected tools — with dashboards buildable inside Omni, Oracle BI, Power BI, Sigma, Tableau, and ThoughtSpot.

The rollout is gated by administrators, who decide on deployment and whether to enable the data-source plugin, so the pace of adoption appears to hinge on internal IT choices rather than end users alone. OpenAI says it is already using the feature internally, and NTT Data and others are using it in an alpha program, with non-engineers reportedly creating and updating dashboards in natural language.

FAQ
Which data sources can Data agent connect to?
It connects to sources including Amazon Redshift, Datadog, Google BigQuery, ClickHouse, Databricks, MongoDB, and Snowflake, and can also pull in files and documents from Google Drive and SharePoint.
Where can the dashboards be created?
Dashboards can be created inside Omni, Oracle BI, Power BI, Sigma, Tableau, and ThoughtSpot.
Who decides whether a company can use it?
Administrators decide whether to deploy it and whether to enable the plugin on the data-source side.

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