Step 03 · Map
AI Maps, You Approve
LLM-powered source-to-target column mapping with reasoning. Every suggestion is transparent — review, refine, and approve before anything runs.
Capabilities
What Intelligent Mapping does
013-panel mapping editor (source ↔ rules ↔ target)
02AI-suggested mappings with reasoning
03Heuristic + LLM dual approach with fallback
04Validation rules generator
05Coverage report (matched vs unmapped)
06Human review and approval workflow
07Mapping project version history
How it works
Discover · scan source schemaMatch · heuristic + LLM with reasoningValidate · nulls, ranges, uniquenessApprove · review & sign off
Next in the pipeline
Execute · ETL Engine