Cleaning that shows its work.
AI Data Cleaning is operated by Loam, a product of Ship It! Software Limited. The default CSV workspace runs locally in your browser and exports a new complete file.
An optional anonymous temporary workspace uploads directly to ordinary Loam regional APIs and computes a bounded preview inside a private Namespace that expires automatically. It is not an account workspace and cannot be retained through sign-in.
For durable governed work, Login with Loam opens the ordinary Loam product, and Claude uses Loam's existing connector instead of a separate minisite service. Our design principle stays the same: deterministic changes are previewed and source-preserving; ambiguous fuzzy matches remain suggestions until a person decides.