Meet the Demand Sensing Agent
Supply chain intelligence that acts — not just reports. Sensing, forecasting, and procurement triggering in one agent.
What This Agent Does
Ingests real-time sales signals, historical demand patterns, and external market signals (seasonal indices, economic indicators) to build a unified demand picture.
Generates a demand forecast at the SKU-location level on a configurable cadence — daily, weekly, or on-demand — with confidence intervals and key assumption visibility.
Identifies demand-supply gaps by comparing the forecast against current inventory positions, in-transit stock, and supplier lead times.
Triggers procurement recommendations for critical gap situations — generating draft POs for buyer review, or executing approved POs autonomously within defined parameters.
Flags anomalies — demand spikes, supply disruptions, lead time extensions — with root cause analysis and recommended response options for the planning team.
Why Level 5?
Most demand tools report what happened. A Level 4 agent acts on defined rules. The Demand Sensing Agent operates at Level 5 — Learning Intelligence — because it incorporates feedback loops from previous forecast accuracy, learns from its own prediction errors, and improves its sensing model with every planning cycle. Over 3–6 months of operation, forecast accuracy typically improves by 15–25% compared to baseline.
This agent is in production today. Request deployment to your environment — integration assessment for your ERP and WMS included at no cost.