Factories are invisible to AI
The next wave of procurement runs on AI agents — and they can't see you. Your capabilities are locked in PDFs, buried in emails, or scattered across trade directories that no machine can parse.
The Buyer's Agent
Can't query factory capabilities
AI procurement tools need structured data — not brochures. Without a machine-readable profile, your factory doesn't exist in their search results.
Can't verify certifications automatically
Agents need to check GOTS, OEKO-TEX, or ISO compliance in milliseconds. Scanned PDFs and email attachments don't work.
Can't compare capacity and MOQs
Without standardized fields, agents can't match your open capacity to a buyer's order size. You lose to factories that are queryable.
The Factory's Reality
Data trapped in PDFs and catalogs
Your capabilities, certifications, and product specs live in documents that no AI agent can read or index.
Adoption is harder than it looks
Even with an open standard like factory.json, adopting it yourself means writing JSON, configuring servers, and keeping data fresh.
Profiles go stale within weeks
Capacity changes, new machines come online, certifications renew — but your online presence stays frozen in time.
How It Works
From invisible to AI-ready in three steps
No JSON to write, no servers to configure. Argo INFRA handles the entire pipeline from your existing documents to a live, queryable factory profile.
Generate
Upload your docs, paste your website, or fill out a form. Our AI reads catalogs, cert sheets, and spec documents — then builds your machine-readable factory profile automatically.
Publish
We host your profile with a live MCP server, RFQ inbox, and REST API — all in one click. Use your own domain or an Argo subdomain.
Get Found
AI procurement agents query the Argo Registry. Your factory appears in search results, receives RFQs directly, and climbs agent rankings over time.
Built on the factory.json open standard — no vendor lock-in.
The Product
RFQ Ingestor — from documents to factory.json in minutes
You shouldn't need a developer to make your factory machine-readable. Upload your existing docs — catalogs, compliance certificates, capability sheets — and we'll generate your factory.json automatically.
Parse Any Format
PDFs, spreadsheets, images of spec sheets — our AI reads them all and extracts structured factory data.
AI Capacity Mapping
Automatically maps your machines, processes, and materials to standardized capability codes used by procurement agents.
Auto-Update Profile
Connect your systems and your factory.json stays current — capacity, lead times, and certifications update as things change.
Discovery
The Argo Registry — where agents find factories
A searchable, verified directory of AI-ready factories. Query by capability, certification, capacity, or location — through a web UI, REST API, or MCP server.
Verified Directory
Browse and filter factories by capability, location, certifications, and capacity. Every profile is schema-validated.
MCP Server
Connect any AI agent directly to the registry via Model Context Protocol. Your agent discovers and queries factories natively.
REST API
Programmatic access to the full registry. Search, filter, and retrieve factory.json profiles for integration into your procurement stack.
GET /api/v1/factories
?capability=cut-and-sew
&certification=GOTS
&moq_max=1000
&location=INAgentic SEO
From invisible to prioritized
SEO was about Google rankings. The next frontier is agent rankings — how AI procurement tools decide which factories to recommend. Argo INFRA gets you there.
Invisible
Your factory data lives in PDFs and emails. AI agents can't find you. You rely on word-of-mouth and trade shows.
Discoverable
You publish a factory.json. Agents can query your capabilities, certifications, and capacity. You appear in search results.
Prioritized
Verified data, response history, and freshness scores push you to the top. Agents recommend you first.
"The factories that are machine-readable today will be the ones AI agents recommend tomorrow."