Forecast → Replenish
Demand Sensing Agent
Continuously ingests POS, channel sell-through, weather, promotion calendars and external demand signals. Revises short-horizon forecasts. Triggers replenishment when reality diverges from plan — with reasoning the planner can audit.
15–25% forecast accuracy lift · 20% stockout reduction
Logistics
Logistics Orchestration Agent
Autonomously selects carriers, optimizes multi-modal routing, and resolves exceptions across global lanes. Negotiates rebooking. Tracks SLA and surfaces patterns that point to root cause.
8–12% logistics cost reduction · 30% faster exception clearance
Risk
Supplier Resilience Agent
Monitors supplier financial health, geopolitical signals, ESG and operational disruption indicators. Surfaces tier-2 and tier-3 risk early. Recommends pre-qualified alternates with sourcing rationale.
Disruption response windows cut in half