ILLUSTRATIVE BUSINESS SCENARIO
From reconciliation to business discussion.
A manager consolidating reports from several teams before regular meetings.
A fictional scenario for evaluating requirements, not a customer case history or a promise of results.

01 / THE CHALLENGE
Different metric definitions; inconsistent periods; figures difficult to trace.
02 / PROPOSED WORKFLOW
Agree definitions → map sources → validate samples → show summaries and refresh time.
03 / ACCEPTANCE CHECK
Sample figures match sources; periods are clear; missing values differ from zeros.
The intended benefits are clearer ownership, traceability and more usable information. Any measurable impact must be assessed using the business baseline and an agreed pilot.
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