AI does not fix a broken planning model
Forecast explanations and scenario suggestions are only useful when accounts, departments, products, regions, headcount, and drivers are modeled consistently. Before buying AI FP&A, define model ownership and data contracts.
- Clean the chart of accounts, department hierarchy, customer segments, and planning dimensions.
- Separate actuals, forecast, budget, board plan, and scenario assumptions.
- Require generated explanations to cite model drivers, source data, and assumptions.