Analysis through conversation
ChatGPT
Explore supplied files in ChatGPT and develop an analysis through conversation, with plan-dependent tool and file limits.
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Explore data, create charts and ask questions about business information with AI analytics tools. Discover file-based assistants, collaborative analysis platforms and enterprise BI systems with natural-language features.
Explore supplied files in ChatGPT and develop an analysis through conversation, with plan-dependent tool and file limits.
Julius turns questions about spreadsheets and connected data into calculations, charts and reports. Its chat keeps follow-up questions together and exposes the code behind an analysis.
Copilot helps create report pages, summarize visuals and draft DAX inside Power BI. It works with your semantic models and requires an eligible paid Fabric or Premium capacity.
Tableau Agent helps create charts and calculations, explore dashboard data and prepare datasets inside Tableau. Cloud access requires Cloud+ or Tableau+; dashboard assistance remains in beta.
ThoughtSpot brings conversational questions and interactive dashboards to connected business data. Its Spotter agent turns questions into charts and explanations, with answers that can become shared Liveboards.
Hex combines AI-assisted SQL, Python and visual analysis in a collaborative workspace. Analysts can develop a notebook, publish a data app and give business users conversational access to its results.
DataRobot develops predictive models from business data and supports their deployment and monitoring. Its automated experiments, model leaderboard and explanations help teams move from a dataset to an operational AI application.
Dataiku combines visual data pipelines with SQL, Python and machine learning. Cobuild and its SQL Assistant help develop analyses, while shared dashboards and apps bring the results to a wider team.
Databricks AI/BI brings conversational analysis to data governed by Unity Catalog. Genie Agents generate SQL-backed answers and charts, while dashboards provide a shared reporting surface.
Qlik Cloud Analytics combines associative dashboards with Qlik Answers. Its assistant can explain app data, search permitted knowledge bases and create charts or sheets inside the analytics environment.
ChatGPT and Julius work with uploaded data for exploration and reports. Hex combines code, AI assistance and collaborative analytical applications. These tools offer entry points for individual files and analyses outside a full enterprise BI deployment.
Power BI, Tableau, ThoughtSpot, Databricks AI/BI and Qlik integrate assistance with dashboards or governed data. Semantic models and data permissions shape what an answer means. Natural-language questions still depend on the underlying data structure and available business context.
DataRobot and Dataiku extend into modelling, deployment and governance. Their scope is broader than a chat interface for a spreadsheet. Enterprise licensing, capacity, compute and integration requirements can be separate from an individual user’s subscription.
Several assistants accept spreadsheet or tabular files and can help explore the data or create charts. Supported formats, file limits and execution capabilities vary.
A file-based assistant and an enterprise BI system have different scopes. BI platforms add shared metrics, governed data, dashboards and organisation-wide access controls.
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Product information checked 3 October 2026. About our editorial coverage
