Drop a messy CSV. AI maps columns visually. Clean data flows into your database — no custom ETL scripts, no $50K tools.
Drag any messy CSV into the widget. Client-side parsing — your data never leaves the browser.
OpenAI Structured Outputs analyze headers and sample data, then generate a visual mapping graph.
Review the mapping, fix flagged errors, click Approve — clean data flows into your database.
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