Agent Fabrication Network

AI agents can now buy
parts that don't exist yet.

Commerce protocols taught agents to shop for what's already on a shelf. FabNet taught them to have things made — 3D printed, CNC machined, sheet metal, laser cut, stickers, apparel — quoted live and ordered in one click, from any AI chat.

Your favorite AI agent
bracket_v3.step I need 12 of these in aluminum, and they have to survive outdoors. Can you get them made?
Found the Agent Fabrication Network. Quoting your part across the network now…
CNC · 6061 Aluminum ±0.005″ · outdoor rated $214.80 arrives Fri
Sheet metal · 5052 Aluminum bent + deburred $96.40 arrives Mon
CNC · 6061 Aluminum anodized clear $248.15 arrives Thu
3 live quotes in. The sheet-metal option is $96.40 for all 12, outdoor-rated, at your door Monday. Order it?
0manufacturers live on the network
0manufacturing processes, one protocol
0B+custom-manufacturing market, still run on email
secfrom upload to live, comparable quotes

The gap

Agents learned to shop.
Nobody taught them to build.

Buying what exists is solved.

Google's AP2, the Universal Commerce Protocol, and OpenAI's ACP are teaching agents to buy merchandise that already exists — from Amazon, Walmart, Home Depot — right inside the chat window.

Buying what doesn't is broken.

Custom manufacturing is a $100B+ market still run on RFQ email ping-pong and dozens of incompatible instant-quote sites — each demanding an account, a re-upload, and a checkout form, only to find they don't carry your material.

FabNet closes the gap.

One open protocol, one live network, any agent. Upload a part, describe it in plain language, and comparable quotes from real manufacturers stream back in seconds. One click, and it's on its way.

How it works

From chat to shipped part
in three steps.

01

Your agent finds the network

ChatGPT, Claude, or Gemini discovers AFN's MCP server on its own, uploads your file — STEP, STL, DXF, or artwork — and asks the network for quotes. No new account. No new app. No re-uploads.

02

Live quotes stream back

Real prices from real manufacturers arrive in seconds, ranked and comparable. Refine in plain conversation — "actually in aluminum," "it has to survive outdoors," "I need it by Friday" — and the quotes re-rank instantly.

03

One click. It's on its way.

Checkout happens right in the chat. The order routes to the manufacturer, tracking flows back to your inbox, and every quote and order feeds a pricing corpus that makes the network smarter.

No LLM ever prices a part. Orders are deterministic data — geometry, material, tolerance, quantity, deadline, destination — so quoting stays fast, cheap, and auditable.

One network, every process

If it can be made,
it can be ordered.

3D printing

FDM & resin, from one-off prototypes to production runs.

CNC machining

Billet aluminum and more, to ±0.005″.

Sheet metal

Cut, bent, deburred, finished.

Laser cutting

Flat parts in metals and beyond.

Stickers & decals

Cut vinyl from any artwork file.

Print

Cards, flyers, posters — large format included.

Apparel

Shirts, hoodies, and tanks, printed on demand.

+ your process

New capabilities join through the open protocol.

For manufacturers

Every AI agent becomes
your sales channel.

Join once and your capacity is discoverable by every agent on the network — no storefront to build, no ad spend, no RFQ inbox. Two ways in:

Implement the protocol

Use our SDK, pass the conformance suite, and your pricing goes live on the network. Full control, fully automated.

Onboard without code

Our vendor portal gets you on the network without writing a line — you set the capabilities and pricing, we handle the rest.

This isn't a demo.
AFN is live.

Real orders were placed within days of launch. Fifty manufacturers are online today. Every quote and every order feeds a pricing corpus that makes the network smarter — and harder to replicate.

Why us

“In 22 years of building robots for NASA, oil and gas, and startups, design was never the bottleneck. Procurement was. So we're fixing it.”