Motivate

The explanation ships with the payout

When a rep asks where the payout came from, the explanation is already part of the calculation.

What the rep gets

The statement is produced in the same run as the payout

It shows the path from the source data to the number, along with the rest of the commission work.

Where the number came from

The statement connects the payout to the inputs, the adjustments, and the plan version that produced it.

Already written

When a rep asks why the number is the number, the explanation is already there. Nobody rebuilds it from the spreadsheet afterward.

Written with the calculation

The explanation is produced in the same run as the payout, so it matches the result the team reviewed.

The whole run

Imports, corrections, plan changes, the calculation, and the statement

AI operates that workflow. The calculation follows the plan version and the mapped data.

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