From request to payment.
Sourcing and procurement is the stage where we already put agents to work — from request to payment, inside the systems you already run. The same governed pattern extends across the chain.

One platform, many operational agents, across the systems you already run.
Sourcing and procurement is the stage where we already put agents to work — from request to payment, inside the systems you already run. The same governed pattern extends across the chain.
AI does the work. Your team keeps the decisions. The same governed pattern, at every stage you choose to automate.
Every action traced and measured — audit-ready by default. Agents operate inside the ERP and WMS you already run.
We build governed AI agents that do work inside the workflows you already run — from planning to last-mile fulfillment. Your team approves. The workflows below are illustrative examples, not results from a named engagement.
Anticipating customer demand to balance production with inventory. Planning capacity, materials requirements (MRP) and budgets. Example: compare forecast demand with current inventory and surface variances for a planner to review.
Identifying, qualifying and contracting suppliers. Vendor relationships, pricing negotiations and payment terms. This is the stage where we already put agents to work, from request to payment. Example: intake a purchase request, check it against policy and budget, then route the approval path.
Inventory across distribution centers and hubs. Picking, packing, freight, and customs clearance — including import and export documentation. Example: track a shipment through customs and flag a document exception for review.
Converting raw materials and subcomponents into finished goods. Shop-floor scheduling, assembly, quality control and testing. Example: propose a shop-floor schedule against material availability, for the team to approve.
Delivering orders to retailers, business buyers or consumer doorsteps. Proof of delivery, lead times and on-time in-full (OTIF) rates. Example: track proof of delivery and OTIF exceptions, and notify the fulfillment team.

Agents do the work. Your team keeps the decisions.
Agents do the work inside the workflows you already run. Your team approves.
Start with one workflow, then extend across the chain. A working operational agent in under three months.
Requests, exceptions and approvals move without the usual hand-offs between stages and systems.
Measurable results in the first quarter. One process first, inside the ERP and WMS you already run.
Less manual chasing, fewer late exceptions, and a trail that is audit-ready by default.
Four principles behind every deployment — governed, and inside your environment.
Agents operate inside the ERP, WMS and approval tools you already run. AI does the work. Your team approves.
Agents prepare and route. Approvers keep the final say, and every action is traced.
We build inside your enterprise, not from a distance. Our engineers work on site, on the workflow you choose first.
We deploy on-prem, in the cloud, or air-gapped — as your environment requires.

"Linnovate moved our procurement reconciliation from a backlog measured in weeks to a process that clears itself overnight — inside the systems we already run, with every action audited."

Start with one workflow. We'll map the operational opportunity and a path to a working agent — in weeks, not years.
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