What you can do

Inspect data, ask AI questions, and clean and export results.

You can open local data files, inspect fields and types, ask AI questions about the current table, create cleaning plans, and generate report outputs.

The value is not that IMD replaces every analysis tool. It helps you move from messy raw files to cleaner files and clearer outputs that are easier to analyze, review, and hand off.

Inspect data

You can open local data files, inspect fields and types, ask AI questions about the current table, create cleaning plans, and generate report outputs.

Ask AI

Open the AI chat panel and ask a specific question about the table or field you are viewing. Good questions name the column, the issue, and the outcome you want.

For example, ask which fields have missing values, whether a category field has inconsistent labels, or what a suspicious numeric range may mean.

Clean and export

Use the Cleaning tab to prepare an editable cleaning plan for the current table. The plan should describe proposed steps before data is modified.

Generate reports and related assets in project output folders such as reports/ and assets/ when the workflow creates those files.