Your next customer might be an AI agent. Will it find you?

Large buyers are building AI agents that search for suppliers, compare specs, and request quotes - programmatically. We make your product data, pricing, and company profile machine-readable so you surface when it matters.

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What's happening in the market

The procurement landscape is shifting faster than most industrial companies realize. Enterprise buyers are deploying AI agents that autonomously search for suppliers, compare specifications, verify certifications, check lead times, and request quotes - all without a human touching a keyboard.

These agents don't browse websites. They don't open PDFs. They don't call your sales team. They consume structured data - APIs, semantic catalogs, machine-readable profiles. If your data isn't in a format AI can parse, you don't exist to these systems.

This is exactly what happened with the internet in the early 2000s. Companies that got online early dominated their markets. Companies that waited became invisible. The same inflection point is happening right now with AI-accessible data - and most industrial companies are still stuck on PDF catalogs and phone-based quoting.

What most industrial companies aren't prepared for

✕Product catalogs exist only as PDFs or printed binders

✕Pricing is locked in spreadsheets that require a human to interpret

✕Specs, certifications, and compatibility data are unstructured

✕No API or machine-readable endpoint for any product data

✕Company capabilities are described only on a static website

✕No way for automated systems to request or receive a quote

✕Competitive intelligence is impossible because data is siloed

✕When AI agents go shopping, these companies are invisible

Capability 1

LLM-Ready Product Catalogs

We take your existing product data - however messy, scattered, or PDF-bound it is - and restructure it into semantic, machine-readable formats. Every SKU gets clean specs, compatibility mappings, certification data, and pricing tiers in formats that AI agents can consume instantly.

Full product data restructured into semantic formats

Specs, compatibility, and certifications mapped per SKU

JSON-LD, schema.org, and custom structured data

Pricing tiers and volume discounts machine-readable

Real-time sync with your inventory system

Optimized for LLM consumption and vector search

Capability 2

Pricing APIs for Automated Procurement

We build RESTful API endpoints that automated procurement systems can query for real-time pricing and availability. When a buyer's AI agent requests a quote, your system responds instantly - no human required. First to respond wins the PO.

REST API for real-time pricing and availability

Authenticated access with API keys per customer

Volume-based pricing calculated automatically

Lead time and availability returned with every query

Quote generation and acceptance via API

Webhook notifications for order status updates

Capability 3

AI-Accessible Company Profiles

We create structured, semantic data about your company - capabilities, certifications, service areas, lead times, minimum orders, facility specs - so you automatically surface when AI-powered sourcing platforms match buyer criteria to supplier capabilities.

Structured company capabilities and certifications

Service areas and territory coverage mapped

Lead times, minimums, and fulfillment specs

Industry classifications and specializations

Optimized for AI-powered supplier discovery platforms

Continuously updated as your capabilities evolve

Here's what this looks like in practice

A procurement manager at a Fortune 500 manufacturer tells their AI agent: "Find me a supplier of 3/4 inch hydraulic fittings rated for 5000 PSI, based in the midwest, with lead times under 2 weeks and ISO 9001 certification."

The agent searches every structured data source it can find. It queries pricing APIs. It checks availability in real time. It compares specs against requirements.

Companies with LLM-ready catalogs and pricing APIs surface instantly, get quoted automatically, and receive the PO - all before a human ever picks up the phone.

Companies with PDF catalogs on a 2019 website? They never even knew the opportunity existed.

How fast

2–6 weeks

Depending on catalog size and data complexity. We work with whatever you have.

Week 1–2: Data audit, extraction, and restructuring

Week 2–4: API development and catalog publishing

Week 4–6: Company profile structuring and go-live

Ongoing: sync, updates, and expansion via retainer

The companies that get ready first will own the market.

AI-powered procurement is coming whether you're ready or not. Let's make sure you are.

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