FOUNDATIONS
Trusted operational data
Stock, sales, purchase orders, and approved forecasts, with freshness, ownership, and source references.
SAMPLE DELIVERABLE / DESIGN
A solution built around the decision.
A read-only workbench connects operational evidence to a planner. Deterministic rules identify exceptions; AI summarizes context and prepares options.
INVENTORY PLANNING EXAMPLE
Solution blueprint- Trusted sources and rules
- Controlled integration
- People keep the decision
Evidence before investment
ILLUSTRATIVE SAMPLE
The work, the evidence, the decision.
- 01ERP + commerce data
- 02Validated identifiers
- 03Exception rules
- 04AI explanation
- 05Planner decision
CONNECT
Read-only integration
A bounded product or location scope, controlled access, reconciliation checks, and clear handling of missing records.
CONTROL
People keep the decision
No autonomous purchases, inventory adjustments, price changes, or delivery promises. Planners review proposed actions.
EVALUATE
Evidence before expansion
Check exception accuracy, source traceability, planner usefulness, failure handling, operating cost, and time spent reviewing cases.
AI is one part of the solution. Data preparation, business rules, integrations, and a clear operating model do the foundational work.
Illustrative sample, not a completed customer engagement. Scope, timing, owners, and decisions are agreed from the evidence in your company.