MANUFACTURING AGENTS · QUOTE TO FABRICATION
HOW IT WORKS
01
Start from the prebuilt agent
It already knows parts, BOMs, routings, work centres, purchase orders and scrap codes, and the checks your estimators and buyers run.
02
Configure it to your tools, systems and parameters
We connect each plant’s ERP, Coupa, invoices, the historian and quote emails, and load your cost standards, margin targets and approval chain.
03
Release it into the work
It starts on live quotes, invoices and shift notes. Our platform checks every draft against its source and stops for approval.
04
It works like a trained member of your team
Work arrives ranked with the action drafted. A named person decides, and nothing reaches a customer or supplier without approval.
OUR PLATFORM
Your cost standards, margin targets, capacity rules and approval chain, plus what your estimators and plant managers know, written down as the playbook the agent follows.
Every plant connected where it sits, one record per part, and every figure traced to its invoice, receipt or work order.
Every draft is checked against its source and your rules, and the agent stops where a person has to approve.
It sees only what the person it works for can see, and every step is logged.
THE SYSTEMS IT READS
Orders, costs and receipts at plant level
Finance and the general ledger
Purchase orders and approval history
What you paid, line by line
Spot prices that never reached an ERP
One part, three part numbers
Line controls and PLC data
Machine and drive telemetry
Machine-level runtime and cycle data
Why a line stopped, in the shift lead’s words
Cost to serve by customer and lane
Rebate accruals and credits nobody joined
FAQ
By reading the drawing: material, thickness, tolerance, weld content, finish and certifications. Where the part has run before, it uses the hours your floor recorded, not the standard.
From what the shop already runs: the emailed drawing and purchase order, the plant ERP, job history for actual hours, and shift notes for what the constraint cell can take.
No. It comes prebuilt to read drawings and cost routings, and we configure it to your ERP, job history, margin targets and approvers. Estimating approves before anything leaves.
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