Observe
Read approved evidence from exception queues, transaction history and operating records without changing the system of record.
WORKFLOW / MASTER DATA + INVENTORY
Find the data exceptions creating operational drag downstream.
A read-first intelligence workflow for recurring SKU, UOM, warehouse, inventory and fulfilment exceptions.
Map this opportunity →THE OPERATING PRESSURE
Why this matters
Master data errors rarely stay in Master Data. They surface as blocked orders, stock mismatches, repeated overrides, delayed fulfilment and reconciliation work across operations.
CONTROLLED WORKFLOW
What GZP makes visible
Each layer has a clear purpose, boundary and decision owner.
Explain
Group recurring patterns and trace likely dependencies across products, locations, units and process states.
Prioritise
Rank exceptions by operational impact, recurrence, confidence and the authority required to act.
Recommend
Prepare an evidence-linked review pack for the responsible domain expert; do not silently remediate.
CONTROLLED EXECUTION PATH ACTIVE MODEL
- 01Capture
- 02Interpret
- 03Validate
- 04Approve
- 05Execute
Rules decide whether work can proceed, pause or enter review.
Material ambiguity and high-risk actions enter a controlled state.
Decision context, action and outcome remain visible.
FIRST COMMERCIAL DECISION
Map an opportunity →Start with one exception family and enough historical evidence to judge whether the pattern is repeatable and commercially material.
THE OPERATING PRINCIPLE
AI interprets. Rules decide. Humans retain authority.
Every material action needs a visible decision path: what the model understood, what policy allowed, who approved, what system changed and whether the intended outcome was achieved.