How does AI improve the S&OP process?

AI improves S&OP across four dimensions simultaneously. On demand, it moves from monthly consolidated forecasts to continuous probabilistic demand sensing. On supply, it recalibrates safety stock and lead time assumptions based on actual supplier performance rather than contractual commitments. On financial simulation, it quantifies the impact of alternative decisions in minutes rather than days. On collaboration, it updates supplier communication automatically as plans change. Together, these capabilities compress the S&OP cycle from a monthly event to a continuous operating condition.