CSV Purify – AI-powered cleaning for messy CSV files

Summary: CSV Purify uses AI to automatically fix common CSV issues such as misaligned rows, inconsistent column names, date formats, encoding errors, and duplicates. It processes large datasets efficiently with a Rust-based engine, enabling fast and intelligent data cleaning.

What it does

CSV Purify applies AI to reconstruct broken CSV structures, standardize column names, unify entity variations, and map data to predefined schemas. It handles over 100,000 rows without browser lag using the Polars engine.

Who it's for

It is designed for users who need to quickly clean and standardize messy CSV files for database imports, analysis, or reporting without manual data repair.

Why it matters

It reduces the time spent on data cleaning from the majority of a project timeline to just a few clicks by automating complex fixes.