Collect Evidence Before Writing
A quarterly business review should be built from evidence: goals, metrics, wins, misses, customer feedback, risks, and priorities for the next quarter.
Before asking AI for a draft, gather the numbers and notes in one place. The model can organize the narrative, but it should not be asked to guess performance.
Create a Decision-Friendly Structure
Ask AI to format the review with sections for executive summary, key metrics, what changed, lessons learned, risks, and recommendations. This makes the document useful for planning, not just reporting.
For each recommendation, ask for assumptions and trade-offs. Leaders can make better decisions when the uncertainty is visible.
Turn the Review Into Next Actions
The review should end with priorities, owners, dates, and unresolved questions. Otherwise the document becomes a record of the past instead of a tool for the next quarter.
Use AI to create a one-page version for leadership and a more detailed version for the working team. Keep the facts consistent across both.