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 Loam and computes a bounded preview inside a private dataset that expires automatically. It is not an account workspace and cannot be retained through sign-in.
For durable governed work, the dedicated Data Cleaning MCP identity uses the same Loam account, permissions, regional engine, and source-preserving capabilities behind a seven-tool allowlist and an explicit consent screen.