Give the report a job
Name the question and the person responsible for acting on the answer. Review completion, coaching follow-up, and training activity are different questions. Keep the first report narrow enough to interpret and use.
- Question the report needs to answer.
- Person who owns the decision.
- Review period and the population included.
- Action the team might take based on the finding.
Define the numbers before interpreting them
Record where the information comes from and what is included. A count without a meaningful denominator or a consistent definition can mislead. Make changes in coverage or criteria visible when comparing periods.
- Source and scope of the data.
- Definition of completion, review, or other reported event.
- Denominator and exclusions where a percentage is used.
- Changes in staffing, criteria, or collection that affect comparisons.
Look at examples behind a pattern
Use a report to identify where a closer look may help. Review relevant communications or records before deciding what a pattern means. Distinguish documented activity from demonstrated improvement.
- Examples that support or challenge the apparent trend.
- Context from supervisors or trainers.
- Information missing from the report.
- Whether the finding calls for coaching, process review, or further investigation.
Record a next action
A reporting meeting should end with an owner and a useful next step. Keep the action proportional to the evidence and set a point to revisit it. Avoid creating a new reporting obligation without a clear purpose.
- Finding and the evidence behind it.
- Agreed action and responsible person.
- Expected observable change.
- Next review date and what will be checked.
Use AI assistance with a defined scope
Role-specific assistance can help people ask questions and prepare useful outputs. Confirm the information a capability can access and which functions are currently supported. Review the source and context before using an output to make a consequential decision.
- Current capability versus preview or future direction.
- Accessible sources and time periods.
- Verification needed for the intended decision.
- Human responsibility for interpreting and acting on the result.