The question isn't the hard part.
You usually know exactly what you want to know. The difficulty is that no single system holds the answer, the systems that hold pieces disagree, and different people may see different amounts of it. These are short pieces on what that costs and what it takes to fix.
HR says 41. Payroll says 43. 43 on payroll, less 2 leavers paid a final month and 1 contractor, plus 1 employee on unpaid leave, is 41. Why averaging the gap away is the wrong move.
"Traceable" is a word every vendor uses. Here is the difference between a citation the model wrote and a citation that was checked.
Three ways to ask your business a question, and what each one does when the systems disagree.
You already have the AI. What building the layer between it and your systems involves (every connection, and keeping each one working) and what it takes instead.
Why pasting exports stops working, and what a real connection needs: read-only access, a boundary for each person, and figures you can trace.
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