Map the workflow before requesting a build
Describe the report, decision audience, sources, metric definitions, current preparation time, cutoffs and a recent discrepancy that required manual correction.
Use this worksheet without an account or email address. Start with one real example, keep sensitive details out and mark unknown answers explicitly. Its purpose is to expose dependencies and approval boundaries, not to convert a checklist score into permission for autonomous actions.
Reporting Automation Audit
Production readiness review
Unchecked items are discovery questions. Even a fully checked list cannot establish security, provider compliance or readiness for a particular release. Attach evidence and an owner for each critical control, then exercise the failure path. You can print this page or export your notes without sending an enquiry.
A concrete workflow to compare
A management team combines CRM pipeline and invoice exports. Pipeline value and recognized revenue remain separate measures with named owners. The report shows when each source last arrived and explains currency conversion and period cutoffs before adding an executive narrative.
Use the findings to choose a first release
A standardized export and agreed metric dictionary may solve the immediate problem. Add a warehouse or dashboard when repeatable reporting and multiple consumers justify the operating cost.
Can AI define our KPIs automatically?
It can help draft a metric dictionary, but the business must approve definitions and decision rules. Compute official measures deterministically and use AI only for a bounded explanation of validated figures.
Examine the system behind the proposal
The linked project pattern is a demonstration architecture. It explains constraints, data flow and validation without claiming a named client, deployment or measured result. A project proposal must verify the actual systems and acceptance criteria before adopting the pattern.
See the representative system patternStart with one real workflow
Describe the result, current process and the exception that is hardest to handle. We review the scope before proposing a build. Your enquiry goes through a secure server-side form, and nothing you enter in a worksheet is sent automatically.
Audit My Reporting Workflow