Stock-to-Replenishment
Stock threshold breach. Fewer stock-outs. with agents, systems, and approvals wired into one flow.
How Stock-to-Replenishment actually runs
Three deployment patterns, two demo businesses. fully populated Trigger → Context → Controller → Agent → Action → Approval → Dashboard.
Fully autonomous stock-to-replenishment. agent runs end-to-end inside policy. Humans see the dashboard, not the work.
- Trigger
Stock threshold breach arrives in wms at Bluefin Logistics.
- Context
Controller pulls live context from WMS + ERP. customer record, history, entitlements, balances, and current SLA state.
- Controller
Inventory Agent classifies the case, picks the right play from the policy library, and dispatches the work.
- Agent
Specialist agents (Inventory Agent, Procurement Agent, Forecasting Agent) execute in parallel. extracting fields, calling APIs, drafting responses, and writing back to wms.
- Action
Agent forecasts demand, raises the PO, and confirms supplier ETA.
- Approval
Anything over the po over threshold threshold pauses with a one-click approval card to the named human owner. everything else ships autonomously.
- Dashboard
Operators at Bluefin Logistics watch a live board: volume, cycle time, exception rate, value captured, and per-agent confidence. drillable to the underlying ledger.
Systems, agents & approvals
- Inventory Agent
- Procurement Agent
- Forecasting Agent
- WMS
- ERP
- Procurement
- PO over threshold
What Stock-to-Replenishment returns to the business
Run Stock-to-Replenishment as an agent, not as a backlog.
We map the trigger, wire the systems, ship the agents, and put the dashboard on your wall. in four weeks.