Standard and custom objects, with their lookup relationships mapped across orgs.

Review field-level diffs before applying a repair. Keep the original value, inspect the rule, and approve the proposed change.
Carry a reviewed mapping plan from a sample load to the production cutover.
A lifecycle view connects discovery, AI mapping, sandbox rehearsal, and client handoff.
AI proposes. Consultants decide.
Turn Data Loader failures into a review queue: restricted picklists, invalid owners, missing required fields, duplicate External IDs, and Apex validation errors.
See the field, the cause, and a proposed fix. Keep ambiguous records flagged for your decision.