Architecture case-study blueprint: no deployment results, customer endorsement, or measured improvements are claimed.
Data and operating scope
Separate on-hand, reserved, damaged, and in-transit quantities by SKU and location.
Deterministic solution
Apply approved state mappings and reconcile snapshots within agreed event-time windows.
Agentic solution
Investigate stock variances and propose explanations for late or duplicated events.
Acceptance evidence
State-level reconciliation, late-event tests, rejected-record review, and a controlled rollback plan.
Decision boundary
An agent may propose a mapping or investigate a difference. Approved transfer jobs and comparison rules establish execution behavior; data owners accept the resulting evidence.