1. Define the decision and data contract
The first task is not connecting every available field. It is naming the decision, its grain, required inputs, owner, review cadence and downstream destination.
How it works
From retail data to a governed decision
PACX organises implementation around three steps: connect the decision data, validate the model and workflow, then introduce recommendations and permissions in a controlled scope.
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2. Backtest and review
Models and business rules are evaluated on historical periods that preserve time order. The team reviews accuracy, bias, exceptions and whether the resulting recommendation is usable.
3. Introduce permissions gradually
Start with visible recommendations and approvals. Broader automation follows only after the data, workflow and limits have been reviewed for that customer context.