The weekly update reads well. Unfortunately, the milestone it describes as complete has not been accepted. AI-assisted project reporting should turn verified project records into a draft narrative. It should not decide what has happened or supply missing evidence. Keep the project lead responsible for the final interpretation.
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Give the draft a reliable source pack
Choose one reporting cut-off and gather accepted deliverables, current milestones, decisions, blockers and changes since the previous update. Label missing or disputed information. If two systems disagree, resolve the disagreement or carry it into the report explicitly. Do not ask the tool to choose whichever record sounds more plausible.
Separate extraction from judgement
Ask for a draft under fixed headings: completed work, next milestone, blockers, decisions and forecast changes. Require each material statement to name its source record. Keep the instruction narrow: no invented percentages, no assumed approvals and no claim that a deadline remains achievable unless the responsible owner has confirmed it.
Use this reviewer checklist
Does every completed item have acceptance evidence?
Are the dates, owners and required decisions consistent with the source?
Has uncertain information remained uncertain?
Does the report explain consequences instead of simply repeating activity?
Have confidential details been limited to the approved audience and tool?
An illustrative correction
A task says “migration uploaded”. The draft says “migration complete”. The reviewer changes it to “upload completed; reconciliation remains open with the data owner”. That distinction gives the sponsor something useful to act on. Record the correction so future instructions can distinguish technical activity from accepted results.
A bounded instruction to test
Try this instruction with suitable approved records: “Prepare an update using only the supplied source pack. For each completed result, identify its acceptance record. List conflicts and missing evidence under Open questions. Do not resolve them yourself. Separate confirmed decisions from proposals.” Test the draft against a deliberately ambiguous case before using the workflow for a sponsor report.
Related guidance: guide to mapping the work before changing it.
Keep the source snapshot, draft, reviewer and approved version together. Compare total preparation and checking effort with the previous reporting method before claiming a saving. Hili Consulting can help define a reporting workflow that keeps evidence and responsibility visible.
