Every supplier, property manager or partner sends the same list in a different layout and staff re-key it. This turns any incoming Excel or PDF list into master data: AI maps whatever columns arrived onto the application’s fields, the user confirms the mapping, and the records are written to the right parent object with the original file kept attached.
What ports as-is
- The ingest pipeline (ingest and confirm routes, ingestion service, categorisation service, background run queue, worker and service)
- The import wizard UI with a friendly stage label and object-matching step
- The document archive model
- The review-before-write rule
What we build for you
- The target entity and field set
- Accepted source formats and the sample files used to tune extraction
- Matching rules against existing master data
- The confirmation policy for low-confidence rows
