How it works
Four stages. One spine. Operators stay in control of every write.
1. Intake
Drop a workbook or PDF on the desktop. Hosted intake extracts structure and evidence: workbook parsing for spreadsheets, and a reader–auditor lane for PDFs where agreement is evidence, never truth. Green status comes from deterministic checks and solve-proof — not a holistic model judge.
2. Review
Results land on ReviewGrid in four states:green,held,excluded, andterminal. Operators approve, hold, or exclude before anything reaches Cin7.
3. Plan
A pure planner compares desired state to a fresh Cin7 read and emits create, update, or no-op per entity, each with an idempotency key and content-hash short-circuit.
4. Apply
Journaled apply writes products, families, purchase orders, and suppliers. GUIDs bind back so nothing double-creates. Soft-delete only; rate-metered API keys; 409 conflicts recover by search-before-recreate. Shared SKU minting means every new code comes from one ledger.
For the operator walkthrough see theoperator guide.