InfoForecast Explainability Risk2026-06-19
WARNING: Unexplained AI Forecasts Can Create Inventory and Capacity Decision Risk
AI systems may influence forecasts, inventory adjustments and supplier priorities. When planners cannot understand a recommendation, they may accept incorrect outputs or reject useful ones for the wrong reasons.
The Dataleo angle
Leaders should monitor input lineage, active constraints, confidence ranges, manual overrides and post-decision performance.