What we do
Four ways we get your factory ready for AI.
AI-agent marketplace listing
We publish your products, capabilities, and certifications as a structured listing that AI sourcing agents can read, compare, and act on — so the buyers of the AI era find you first.
AI training for your team
Hands-on training that takes your staff from curious to capable, with practical AI skills for the shop floor, the sales desk, and the back office.
AI-native knowledge systems
Turn decades of know-how — SOPs, tooling specs, hard-won fixes — into a system your team and your AI can both query in plain language.
AI workflow automation
We automate the slow parts of your operation — RFQ handling, quoting, spec sheets, compliance documents — built around how your factory actually runs.
Marketplace
Be the supplier AI agents recommend.
Structured data
A listing built for machines
Every product, material, tolerance, and certification is published as structured data an AI agent can read and compare without guesswork.
Discovery
Show up in agent sourcing
When a buyer’s AI shortlists suppliers for an RFQ, your factory is in the set it actually evaluates.
Always current
Never show a stale spec
Pricing, lead times, and capacity sync straight from your systems, so agents always see what’s true today.
Reach
One listing, every channel
Publish once and appear across the directories, platforms, and agent networks where global buyers search.
Global
Sell beyond your network
Reach buyers in markets your sales team has never had the bandwidth to cover.
Inside the factory
Run your operation on AI.
Workflows
Automate the busywork
AI workflows take on quoting, RFQ triage, and document handling, so your people spend their time on the work that needs judgment.
Integrations
Works with your stack
Connect the tools you already run — ERP, email, spreadsheets, messaging — without ripping anything out.
Knowledge
Capture what your veterans know
When an experienced operator retires, their know-how stays — searchable, in plain language, for the whole team.
Training
Bring everyone up to speed
Role-based AI training that meets the shop floor and the front office where they are, in Mandarin and English.
