Report drafts and review: separate templates, sources and human conclusions
Start with one report type. Define what can be prepared, what needs judgment and how review outcomes are recorded.
Original guidance and working materials. Validate against your business; these are not measured project results or delivery commitments.
Choose one report type
Map the current sources, template, recipient and review steps. Separate fixed information, calculated fields, explanatory text and professional conclusions. Limit the first trial to one template and business scope.
Define input and drafting boundaries
Record sources, required fields, units and calculation rules. Flag missing information instead of filling gaps with plausible text. Authorized people remain responsible for professional conclusions and external approval.
Validate representative samples
Cover complete inputs, missing information, contradictions, unit differences and template changes. Check fields, format, sources and conclusion boundaries separately. An editable document is not automatically an acceptable report.
Include review and rework
Record preparation, checking, revision and exception effort for both workflows. Keep normal and complex samples separate. One demonstration does not establish a general time saving.
Keep versions and revisions
Retain template versions, input scope, product or model versions and reasons for human changes. Recheck key samples after business requirements change. This is a design and acceptance method; professional review remains a business responsibility.