Bring a factory you found on Alibaba, a tech pack, a rough description, or three competing quotes. The workstation reads it, checks it against verified manufacturers, and hands back a clear move, not another dashboard to interpret. You can upload, describe, or paste a link.
Sourcing rarely starts as a tidy brief. Start with whatever you actually have, and the workstation does the structuring.
A tech pack, a spec sheet, reference photos, or a supplier's quote. It gets parsed and read.
Type what you want made and the order behind it: product, materials, volume, target price.
Drop an Alibaba supplier or product URL and it gets pulled apart and checked against the registry.
The trap on Alibaba is finding one supplier and never learning that stronger, more reliable factories exist. The workstation pulls comparable manufacturers from the registry and ranks them against what you actually want made.
You see the field, side by side, instead of betting on the first listing that answered.
A factory that is perfect for 10,000 units may be wrong for your 500. The workstation scores each option against your volume, materials, and MOQ, so fit means fit for you, not a generic rating.
Where a supplier cannot meet a requirement, it says so plainly rather than smoothing it over.
Intelligence you cannot act on is trivia. The workstation closes the loop: it recommends the strongest option for your order, drafts the outreach, and points you at direct contact on record, so the next step is a message, not more research.
Contact happens off-platform, factory to founder, the way it should.
The workstation is the front door. Each job is its own tool underneath, and every one of them reads from the same verified data.
Browse the registry of manufacturers behind brands you already know.
Is this supplier a real factory or a middleman? Get the verification report.
Score factories against your product, volume, and MOQ, weighted to your order.
Put your candidates side by side and let the differences settle it.
Turn a session into a shareable brief your team or partner can read.
Clean a rough tech pack into a manufacture-level spec a factory can quote.
A general assistant answers from the open web and its own guesses. The workstation reasons over the verified registry and the order you gave it, and it shows the evidence behind every call. When it does not know, it flags the gap instead of inventing a number.
Answers come from the manufacturer registry on record, not a scrape of whatever ranked highest today.
Volume, materials, and MOQ shape every result, so fit means fit for what you are actually making.
Every verdict ties back to a signal, and missing evidence is marked to confirm rather than filled in.