Shop floor
Measure once, confirm on the flange
Hardware + software together — pipe spool tip readout, hold/reseat flows, less rework.
United AI
You dream it. We build it.
Custom local solutions for Newfoundland shops and teams — not only barber widgets. Face to face first. Then software that fits your floor, harbour, union hall, or billing lane.
Custom local
You dream it — we build the setup.
Start from a researched St. John’s composite (like Lemarchant Line) or bring your own floor — barber, takeout, trades, harbour desks, union stewards, billing lanes. Tell us the workflow; we ship the tool.
Front desk
Slips, fuel, charters, waitlists
Marina and café ops that live on a phone — not another purple SaaS login wall.
Only you
The thing nobody sells off the shelf
If it only makes sense in your bay or hall, that’s the point. We build that.
In development
Flagships — Thaladex, UAPI & Trammel.
Three builds carrying the weight: agent memory, public embeddings, shop-floor confirmation. Preview surfaces only — production hosts stay until owner cutover.
Flagship · agent memory · B2B
Thaladex
Layers of durable context for agents — tenancy-first KB and agent memory, not “projects.”
Strict per-user isolation. Guest-managed API tokens. Read-only viewer. Teams path: B2B / Thaladex. Production embeds can call UAPI when the wing is live.
- Token→tenant resolution server-side
- Layers / KB / agent memory vocabulary
- UAPI for vectors · Diffuser stays the lab router
Flagship · company wing · embeddings
UAPI
Public-facing embedding service — vectors Thaladex (and others) can call in production.
OpenAI-compatible shape. UAI bills UAPI later — no billing UI here. Splash + coming soon only.
Flagship · shop hardware
Trammel
Pipe spool confirmation — flange face meets telemetry, tip delta vs isometric target.
Confirmation-first. Reduces survey and rework loops on the shop floor.
Tip delta (mock)
+2.4°
Spool and telemetry face each other — mock confirmation only.
Live demos · diverse
More than barber and spa — click through.
Local verticals inspired by St. John’s / around-the-bay shops that live on Facebook or phone (composites — not affiliated). Plus dream briefs, illustrative steward/billing lanes (not sellable products), and Diffuser lanes. LLM demos: OpenAI + Diffuser compatible — mock offline until keys are wired.
Illustrative demos · fictionalized shop names · not partnerships.
Lemarchant Line · composite
No website? Still run an online queue.
Inspired by Facebook-only barbers around St. John’s — walk-in board, SMS-style “you’re next,” chair-ready ping. Not affiliated with any real shop.
- Works without a fancy site
- Cuts the “how long’s the wait?” texts
- Illustrative composite only
One researched pattern — not the only build Or see custom setups →
Topsail Takeaway · composite
Around-the-bay takeout without a brochure site.
Inspired by CBS / Topsail shops that live on Facebook and phone — specials board, pickup ETA, fryer-status answers. Not affiliated.
- Specials like a chalkboard
- Pickup window without delivery lock-in
- OpenAI / Diffuser ready · mock offline
Takeout board · demo
- Fish & chipsReady ~18 min
- Loaded nachosTonight’s special
- Wings · 3pcFryer on
Avalon Sparks · composite
Trades desk — emergency vs booked, phone-first.
Inspired by Avalon electricians who run on Yellow Pages + Facebook — triage dark house vs panel upgrade, then promise a callback. Custom build, not a spa toy.
- Emergency flag before sales pitch
- Service-area honesty
- OpenAI / Diffuser ready · mock offline
Trades intake · demo
You dream it
Describe the setup — get a two-week sketch.
Not a bot template. A build path for the thing only your shop needs.
- Plain-speech discovery
- Optional Thaladex memory / Diffuser lanes
- You keep the keys
Dream brief · demo
Name the workflow — we’ll propose a thin vertical slice.
Illustrative · steward lane
Agreement-grounded answers — demo only.
Not a UAI sellable product. Shows how Thaladex-backed recall can ground steward Q&A. Polished end state even without live API power.
- Cite clauses — don’t invent numbers
- Separate public vs steward paths
- OpenAI / Diffuser compatible
Steward chat · Thaladex memory
demo
Layer: TradesNL sample CA · tenant isolated · mock cards
OpenAI-compatible shape. Point base URL at Diffuser later — no key required for demo.
End state
Answer + clause cite + “remembered in Thaladex” — steward escalate when unsure.
Illustrative · billing lane
Plans & checkout — demo only.
Not a UAI sellable product. Stripe-shaped flows as a pattern demo. Thaladex can persist plan prefs for operators when wired.
- Starter · Crew · Fleet
- Checkout → receipt → renew
- OpenAI / Diffuser for billing Q&A
Billing checkout · Thaladex note
demo
Receipt · end state
Pref saved to Thaladex agent memory (mock)
Same chat/completions shape as OpenAI. Mock replies until a real base URL + key exist.
UAI Diffuser · lanes
Mixed inference — pick the right brain.
Fast local for simple asks, stronger cloud when it matters. Same OpenAI-compatible shape when Diffuser chat is proxied.
- Same question, different lanes
- Cost / speed tradeoffs visible
- Config ready · mock offline
Mixed inference · demo
Homebase
Feels like a shop you’d visit — not a template from away.
St. John’s and around-the-bay businesses buy trust first. Imagery, plain talk, and a face-to-face visit sell more than another purple SaaS page.
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1
Book a visit
Leave a phone number. We’ll call to lock a time — email inbox is being rebuilt.
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2
See it on your screen
Your dream brief, flagships, or shop demos — with your real questions.
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Decide together
If it’s a fit, we build. If not, you leave clearer — no hard sell.
Book a visit
Ready when you are.
UAI Mail (public inbox) is not live right now — we won’t pretend a mailto works. Leave a phone number and preferred window; we’ll confirm the visit by call or text.
Mail status: FAIL for public @united-ai.ca delivery (production stack stopped; MX still points).