An operational data foundation should begin with a defined decision and a map of the evidence required to support it. This framework considers integration boundaries, shared entities, accountable owners, and evaluation before expansion.
Map the decision and its dependencies
Choose a decision with a named owner and a visible consequence. For a delivery exception, map the order, shipment, receiving window and available inventory. Record which identifier joins each source, who maintains it and how old the information can be before the decision needs another check.
Define a governed information model
Define entities and relationships from that decision map. Specify required fields, allowed purposes and source permissions before combining records. Keep conflicting values and missing relationships visible; silently choosing a convenient value can turn a data-quality problem into an operational mistake.
Evaluate the complete workflow
Test the path from source change to review and acknowledgement. Include delayed updates, a missing identifier, an unavailable source and a rejected action. Agree how reconciliation effort, decision quality and unresolved exceptions will be measured before expanding the integration scope.
Build a first decision record
Use this illustrative worksheet with one workflow. Fill in each field with your own evidence before choosing a response.
- Decision and owner
- Which delivery commitment is at risk, and who can approve a change?
- Source and freshness
- Record the shipment identifier, arrival estimate, receiving window, source system and observation time.
- Constraints and uncertainty
- Note available stock, feasible routes, missing identifiers and conflicting updates.
- Response and acknowledgement
- Record the selected response, approver, execution owner and evidence that the instruction was received.
Check the failure paths
- Delay an arrival update: can the reviewer see that it is stale?
- Remove the order identifier: does the missing relationship remain visible?
- Reject the action: is an owner told that the instruction failed?
This is a workflow-design exercise. It does not describe a customer result or establish a product capability.
