The three pillars of governed forecasting
- Predictive Model: projection algorithms with commercial variables, seasonality, and pipeline signals.
- Assumption Governance: traceability of each assumption with an accountable owner, validity period, and review criteria.
- Scenario Engine: comparison of projections across base, optimistic, and conservative scenarios with explicit assumptions.