Use cases
Use cases across industries and sectors, targeting the moments that cost the most time and margin.
Turn complex supply chain and procurement data into a traceable, decision-ready foundation — improving visibility, strengthening governance, and supporting resilient operations with Probability AI's agentic Decision Engine.
One engine across ERP, contracts, supplier master, freight, market, and risk feeds. Agents surface exposure, exceptions, and the next best action — from tier-3 supplier to final delivery — without moving or duplicating your operational data.
A risk agent watches component supply, lead times, and single-source exposure against your production schedule. When a signal moves, it qualifies alternates and prepares the switch — priced, checked, and ready to approve.
Demand agents read promotion calendars, seasonality, and channel signals to size safety stock and replenishment in real time — protecting fill rate without tying up working capital.
Sourcing and risk agents map sub-tier dependencies and allocation, then model workarounds across approved alternates — keeping just-in-sequence supply intact.
Agents track allocation, long component lead times, and lifecycle risk, then recommend buy-or-substitute options by margin — before shortages and write-offs compound.
Compliance and logistics agents screen suppliers against qualification and regulatory rules, and monitor cold-chain exposure, so a deviation is flagged before product is at risk.
Fulfilment agents compare store, dark-store, and e-commerce demand against available stock, then recommend transfers and substitutions to protect service and cut waste.
Agents weigh customer commitments, margin, and stock cover to allocate scarce inventory across many customers — with a clear, defensible rationale for every call.
Transport agents monitor lane, carrier, and capacity signals, then model reroutes, splits, and mode changes against cost and service commitments.
Project agents track long-lead equipment, supplier capacity, and regulatory constraints, then recommend sourcing and scheduling options that protect delivery dates.
Policy agents enforce budget, framework, and audit rules at the point of decision, and record the rationale for every award — so outcomes stand up to scrutiny.
Agents screen suppliers against AS9100/AS9120 quality and ITAR/EAR constraints, then qualify compliant alternates for low-volume, high-mix builds.
Pricing agents track commodity and FX exposure against contracts and forecasts, while continuity agents flag hazardous-goods and process risks — pricing each option before it is recommended.
Why it matters
The same shift appears in every industry — and the same engine answers it.