How it works
Agents do the work.
Humans approve outcomes.
Each side of the buyer to shop interface gets its own agents. The workflow that connects them is owned by us. One shared record. No version skew. No re entry.
- 01Manufacturer
The RFQ enters from your existing procurement system
Connects to SAP Ariba, Coupa, GEP, or a custom intake. Your system of record stays. The intake agent normalizes the RFQ format, attaches certifications, and starts the workflow.
- 02Workflow
Specs translated for the shop floor
Tolerance language, GD&T, materials, and certification flowdown converted from procurement format into shop ready specs. Every translation is signed and auditable.
- 03Manufacturer
The match agent ranks the supplier network
Top suppliers ranked from a graph of 21,000 US machine shops. Each match cites capability, capacity, certifications, and risk. The compliance agent verifies certifications before the quote round opens.
- 04Shop
Foreman reads the drawing on the shop floor
Each candidate shop's Foreman parses the drawing, flags issues, drafts a quote, and surfaces it to the owner. Memory adds customer history. Chief checks the schedule. Echo follows up if there is silence.
- 05Workflow
Quotes return as procurement ready bids
Shop quotes are translated back into your procurement system's format. Identical structure, full audit trail, no manual re entry.
- 06Manufacturer
Award, PO, delivery, and QA on the same record
The auditor agent maintains an immutable record. The risk watcher monitors capacity and exposure. The inspector closes the QA loop. The data graph compounds with every transaction.
Three principles
Workflows, not chat
Agents move work through structured states. Every transition is auditable, retryable, and idempotent.
Humans approve
Agents observe, draft, and act inside guardrails. Final decisions stay with the shop owner or buyer.
One record. Both sides.
The shop and the manufacturer see the same view. No version skew. No re entry. No fax.
Common questions
What is AgentsArmy in one sentence?
The operating system between Fortune 500 manufacturers and 21,000 US machine shops.
Does it replace SAP Ariba, Coupa, or GEP?
No. AgentsArmy works on top of them. Your system of record stays. We translate RFQs into shop ready specs and translate quotes back into procurement ready bids.
What does a shop owner get?
Foreman, an agent that reads every drawing your customers send, flags broken files in 90 seconds, drafts clarification emails in your voice, and posts a daily 7am inbox summary. $200 a month, 14 days free.
What does a Fortune 500 procurement org get?
An agent layer over your existing supplier network. Time to quote drops from 7 days to 24 hours. Supplier risk visibility goes from quarterly to live. Compliance flowdown is enforced automatically.
Where does the data go?
US data residency. ITAR ready handling for export controlled drawings. SOC 2 Type II audit in progress. Every agent action is signed and immutable.
Who built this?
Omar Dominguez, who ran his father's CNC shop for 11 years selling to Bosch, Wabtec, and Federal Mogul. MIT Sloan MBA. The only founder you will meet who has lived both sides of this interface.
Pick your side and start.
Or book a walkthrough if you already know what you need.