Actuals, budget and prior period figures are compared with source labels
AI Variance Commentary Workflow for SMEs
Draft period-on-period commentary from approved numbers without letting AI own the interpretation.
Variance drivers are drafted as hypotheses, not final conclusions
Finance or leadership approves the explanation, judgement and board wording.
Measure commentary prep time, source traceability, challenged assumptions and rework
Example workflows
- Actuals, budget and prior period figures are compared with source labels.
- Variance drivers are drafted as hypotheses, not final conclusions.
- Assumptions and missing context are listed for the finance owner.
- Board wording is separated from internal working notes.