Implementation / low-risk path
Start with one question the team already needs to answer.
A pilot reduces integration and change risk by proving the decision loop before a broader rollout.
What it meansframe the question
Confirm the business question, owner, constraints and evidence availability.
Inspect this section↓Quick answerThe essential answer stays immediate; every next section adds inspectable depth.
01Week 0
Decision mapping and source readiness.
Confirm the business question, owner, constraints and evidence availability.
Why it mattersConfirm the business question, owner, constraints and evidence availability.
How to inspect itVerify it together with its definition, source owner and freshness. A label without that context is not decision evidence.
What it does not proveThis item can support or challenge an interpretation. On its own, it does not establish causality or authorize an action.
02Pilot
Configure the decision thread.
Model signals, source lineage, scenarios, approval and outcome review.
Why it mattersModel signals, source lineage, scenarios, approval and outcome review.
How to inspect itVerify it together with its definition, source owner and freshness. A label without that context is not decision evidence.
What it does not proveThis item can support or challenge an interpretation. On its own, it does not establish causality or authorize an action.
03Review
Decide whether expansion is justified.
Compare the pilot with the original process and document value, gaps and next action.
Why it mattersCompare the pilot with the original process and document value, gaps and next action.
How to inspect itVerify it together with its definition, source owner and freshness. A label without that context is not decision evidence.
What it does not proveThis item can support or challenge an interpretation. On its own, it does not establish causality or authorize an action.
Delivery detailSources, constraints, roles and review criteria—without marketing shortcuts.
04Readiness gate
The pilot begins only after the question is answerable and governable.
The team confirms decision boundary, roles, data purpose, identity, freshness, baseline, approvals and stop conditions.
Why it mattersThe team confirms decision boundary, roles, data purpose, identity, freshness, baseline, approvals and stop conditions.
How to inspect itVerify it together with its definition, source owner and freshness. A label without that context is not decision evidence.
What it does not proveThis item can support or challenge an interpretation. On its own, it does not establish causality or authorize an action.
What must be namedA real implementation must name the population, time window, accountable owner and review condition before this item can guide work.
05Risk register
Integration, behavior and governance risks stay separate.
Schema drift, weak identity, adoption burden, ambiguous ownership and procurement constraints need owners and mitigation.
Why it mattersSchema drift, weak identity, adoption burden, ambiguous ownership and procurement constraints need owners and mitigation.
How to inspect itVerify it together with its definition, source owner and freshness. A label without that context is not decision evidence.
What it does not proveThis item can support or challenge an interpretation. On its own, it does not establish causality or authorize an action.
Continue the decision journey
Plan the first workshop