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Production Close Assistant

Upload messy production data. We'll detect columns, flag quality issues, and give you clean, analysis-ready output.

Drop a production CSV or Excel file here

Supports .csv, .xlsx, .xls — data stays in your browser

Your data is processed entirely in your browser and never sent to our servers. Groundwork Analytics assumes no liability for decisions made based on these results.

Powered by petro-mcp API — integrate these calculations into your apps →