Use automation to find problems, not to hide decisions.
Good data cleaning separates predictable transformations from ambiguous identity decisions. This tool applies explicit rules and surfaces likely matches for review instead of presenting uncertain guesses as facts.
Automate deterministic cleanup
Whitespace, text case, empty-value conversion and exact deduplication follow rules you select. The same source and ordered plan produce the same preview, which makes the result explainable.
Keep identity decisions human
A high similarity score does not prove that two people or companies are the same. Fuzzy matching identifies candidates, shows the evidence, and leaves the records untouched.
See what changed before export
The plan, row preview and updated column profiles provide a review trail. You can undo the latest step or reset everything without modifying the original CSV.
Use Claude only with governed Loam data
For durable workspace data, Claude can use Loam's existing connector and MCP tools under ordinary permissions. The public minisite does not proxy business data to Claude or operate a separate AI backend.