Turn Fixes Into Control Learning
Convert a recurring revenue correction into a PDSA learning cycle.
The reframe: do not let a manual correction become the process. Plan the theory Name the suspected cause and the predicted result. If you cannot predict, you are only changing things. Do the smallest useful test Use a sandbox invoice, a single rate plan, or a narrow customer cohort. Protect the live run while learning. Study before standardizing Compare actual results with the prediction. Look for side effects: credits, tax, contract amendments, downstream reporting, and customer communication. Act on evidence Standardize, revise, or stop. PDSA is not a paperwork loop; it is a disciplined way to earn confidence.
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