Analyze your data

ACL AI Studio offers an interactive approach to explore datasets and unlock meaningful analysis using conversational AI and collaborative tools.

Analyses are conducted interactively; you edit, run, and iterate on queries, with AI assistance available throughout. Each query, result, and conversation is saved as part of an analysis library linked to your dataset. You can create output tables (read-only snapshots) with AI-suggested names, ready for sharing or export.

Generate analysis

  1. On the ACL AI Studio home page, from the list of datasets, select the dataset for which you want to analyze data.

    On the Dataset summary page, ACL AI Studio automatically generates AI-powered summaries highlighting key trends, statistics, and notable data points.

  2. From the list of AI-suggested analysis ideas, select the one that you want to get more insights.

    The analysis idea is organized by category. The selected idea is displayed in the conversational workspace.

    To get more options, select Refresh.

    If you want to customize the suggestions, from the drop down menu next to Refresh, select Customize suggestions.

  3. Modify the idea, if required, and select (the start analysis icon) to generate the analysis.

    A page appears with two sections:

    • The query section on the left with a Reasoning area where you can view the natural language and SQL query used to generate the output table. It shows how the data was filtered, transformed, or calculated, helping reviewers understand the logic behind the results.

    • The section on the right displays the interim output table.

  4. In the query section, select the pencil icon to further enhance the table using natural language or SQL query, and select Run.

  5. Select Save.

  6. In the Save output dialog box, assign a custom name or use the AI-suggested name and select Save.

    You can view the saved table in the Output tables section of Tables.

In an ongoing analysis, when you select a source table or output table from the Tables list, it is automatically added to the analysis context.

  • The selected table remains in context until you remove it.

  • To remove a table from the analysis context, close the table.

  • To add a table back to the context, select it again from the Tables list or from previous outputs in the analysis chat history.

Similarly, in an ongoing analysis, if you start a new analysis (by selecting New analysis), the tables selected for the ongoing analysis remain in context. Only the chat panel is reset and a new conversation starts.

Edit an analysis

Only Owners and Editors assigned to a dataset can edit an analysis. All analytic modifications and outputs are linked to the dataset’s lineage and audit trail, ensuring compliance and reproducibility.

  1. From the list of output tables, select the three dots next to the analysis that you want to edit.

  2. Select Edit.

  3. On the Edit analysis panel, update the analysis title and description as per your need.

  4. Select Save.

Delete an analysis

Deleting an analysis in ACL AI Studio is a fully governed, role-based action that maintains the integrity of your audit and lineage records, supporting transparency and compliance throughout the platform. Owners and Editors assigned to the dataset have permission to delete analyses.

  1. From the list of output tables, select the three dots next to the analysis that you want to delete.

  2. Select Delete.

  3. In the confirmation dialog box, select Delete.