Preview build — pricing is engineer-reviewed, supply-chain data is real. Community links go live at launch.
For AI-hardware founders · MOQ from 1 unit

Your AI device, built — not just imagined.

Retrofit intelligence into products you already ship. Build the AI-native device in your head. Or find out — with real numbers — whether your plan deserves mass production. All through the best supply chains across East Asia (CN · JP · KR). Source files always yours. No flights required.

Run the free scan  How it works
PB-M1 open unit — CNC enclosure, dual 18650, NPU mainboard
FIG. 01 — PB-M1 REFERENCE DESIGN · IN DEVELOPMENT · CNC ENCLOSURE · DUAL 18650 · NPU TARGET BOM $255/EA @ 5 UNITS · ENGINEER-ESTIMATED · ACTUALS PUBLISHED AS WE BUILD
$0first estimate
1 unitminimum order
3 dayssimple, fastest
2 mocomplex, fastest
100%IP owned by you
1,000+open-source designs
Feasibility scan — describe it, we price it.
AI-assisted · Engineer-reviewed

🔒 This first-pass scan is anonymous — keep it high-level (product category, rough feature list). Please don't include exact part numbers, unreleased brand names, or other confidential specifics; those are protected once you request an engineer review and we send the NDA.

scan output appears here
BOM · NRE · certifications · timeline · risks
01 — What we do

Three jobs. Any scale — one founder or a factory line.

Bring us a product that already exists, an idea that doesn't yet, or a plan you need the truth about.

01 · Retrofit

Make your existing product intelligent

You already ship an electronic product — or own one worth upgrading. We add the AI layer: voice, vision, connectivity, an NPU where a plain MCU sits today. For individuals converting one device, and for manufacturers refreshing an entire line.

  • Teardown + upgrade architecture of your current product
  • Drop-in smart module: mic array / camera / NPU / radio
  • One-off conversions → production retrofit kits
02 · Build

Build the AI-native device in your head

The AI is clear in your mind — hardware is the wall. We take AI-native ideas from spec to working device: compute selection, mics and optics, thermals, firmware that talks to your models.

  • Free first estimate → prototype in as fast as 3 days (simple) · ~2 months (complex)
  • On-device wake-word / vision + cloud LLM integration
  • All source files yours at every milestone
03 · Validate

Know if it deserves production — before you spend

You have a plan and need the truth: can it be built, at what cost, and is it worth mass-producing? We pressure-test it against the real East-Asia supply chain — China, Japan, Korea — and hand you the evidence.

  • Feasibility teardown: BOM, certifications, risk flags
  • Real factory quotes via on-the-ground Scout visits
  • Production-readiness verdict, numbers attached
Which one is you?
02 — Why now

Vertical AI devices are winning.
Building them is still broken.

Plaud shipped 2M+ AI recorders and passed $250M revenue. OpenAI bought io for $6.4B. Amazon bought Bee. Demand is proven — yet a first working prototype still averages $15k–150k through traditional development routes, and volume factories won't answer emails about 5 units.

Pain — 01

Too small for ODMs

Factories want 5,000-unit commitments. You need 3 units for your investor demo next month.

Pain — 02

Black-box quotes

"$80k NRE" with zero breakdown — you can't tell margin from material. We publish our cost structure: parts, labor, outsourcing, margin.

Pain — 03

IP anxiety

Afraid your design walks out the back door. NDA before any spec, contracts under the governing law you choose, every source file delivered to you.

03 — Services

Start free. Scale only if it makes sense.

No public price list — an AI hardware project isn't a SKU. Every quote is itemized down to parts / labor / outsourcing / our margin, and the first estimate always costs nothing. We're a bridge, not a factory: we'll even tell you when going direct is cheaper.

PB-00
Step 0 — Free

First-Pass Estimate

$0
48h · NDA first · no obligation
  • Describe your idea, we do the desk research
  • BOM ballpark @ proto / 100 / 1k units
  • Certification map & risk flags
  • Engineer-reviewed, sent by email
Start my free estimate →
PB-01
Build

Prototype Sprint

Project-quoted
from 3 days (simple) to ~2 mo (complex) · 1–5 units
  • Custom PCB + off-the-shelf modules
  • CNC / 3D-printed enclosure
  • Firmware bring-up (voice / vision / LLM API)
  • All source files yours at every milestone
Scope my prototype →
PB-02
Validate

Pilot Run

Project-quoted
6–10 weeks · 10–50 units
  • DFM pass + assembly SOP + test jigs
  • QC standard, photographed per batch
  • Packaging & DDP shipping
  • Production-readiness report
Plan my pilot run →
PB-0S
Any stage

Supply-Chain Scout

Day-rate
on the ground · East-Asia manufacturing hubs
  • Factory visits & audits on your behalf
  • Real quotes from 3+ suppliers, no markup games
  • Video walkthroughs of every visit
  • Mass production (500+)? We source it for you
Request a factory visit →
04 — Example builds

What $12k actually buys.

Reference designs, costed in the open — engineer-estimated targets published before we build. Actuals and bench photos land as each build completes.

REF DESIGN
Desktop AI Terminal reference designFIG. 02 — PB-D1

Desktop AI Terminal

NPU board, 4-mic array, 7" touchscreen, local wake-word + cloud LLM.

Target BOM @5 units: $255/ea · NRE: $9.5k · 6 wks
Full breakdown →
REF DESIGN
Voice and vision pendant reference designFIG. 03 — PB-W1

Voice + Vision Pendant

Wearable capture device — 2 mics, 5MP camera, BLE + Wi-Fi, 800mAh, UN38.3 planned.

Target BOM @5 units: $114/ea · NRE: $14k (RF+battery) · 8 wks
Full breakdown →
REF DESIGN
AI dev-kit carrier board reference designFIG. 04 — PB-C1

AI Dev-Kit Carrier

Custom carrier board for a compute-module SoM, breakout I/O, for a robotics SDK startup.

Target BOM @50 units: $41/ea · NRE: $6k · 4 wks
Full breakdown →
05 — Self-check

How production-ready is your design?

Ten failure points we see most in first-time AI hardware. Tick what you've covered — the gaps are exactly what the free estimate looks at.

0/100

The open reference data behind every estimate: BOM table ↓ · methodology ↓ · price sources ↓
06 — IP & Trust

Five mechanisms, not one promise.

We know exactly what a founder worries about when working with a partner an ocean away. So we don't say "trust us" — we show the machinery.

01

NDA before spec

Mutual NDA (download our template, liquidated-damages clause included) signed before you send us anything.

02

Service-only, forever

We never ship products of our own. A service firm that copies a client is dead in a week — our incentives are structurally aligned with yours.

03

Split sourcing

Suppliers get need-to-know packages only. The PCB house never sees firmware; the enclosure shop never sees the circuit. No single factory can reconstruct your design.

04

You own everything

Schematics, PCB sources, firmware, CAD — contractually yours, delivered at every milestone. Walk away any time; no lock-in.

05

Your law, your contract

English contracts with IP-assignment clauses, governed by the law you choose — your home jurisdiction by default, or a neutral seat (Hong Kong / Singapore arbitration) if you prefer.

+

Transparent quotes

Every quote itemized: parts / labor / outsourcing / our margin. No black boxes, ever.

07 — FAQ

Fair questions.

How is this different from an ODM or a PCBA platform?

Platforms are self-serve; ODMs start caring at 5,000 units. We exist for the stage before all of that: 1–50 units, sub-$30k budgets, a founder who needs a working device and straight answers — from a bridge, not a factory.

Will you steal my idea?

Our business is service revenue, not products — copying you once would end it. Mutual NDA before any disclosure, contracts with IP-assignment clauses under the governing law you choose, and you hold every source file from milestone one.

Is the instant scan a real quote?

No — it's an indicative estimate (±30%) from open component pricing. A hardware engineer reviews every scan within 24–48h and replies by email with corrections before anything is formally quoted.

What happens after I say yes?

Every project gets its own plan — no template timelines. We scope it, itemize it, and you approve before we spend a dollar. From there: weekly video updates from the bench, and source files handed over at every milestone. Simple builds run days; complex ones run months — the plan we quote is the plan you approved.

Where do you actually build?

We run a curated supplier network across East Asia's manufacturing hubs and match each job to the best-fit shop — PCB, CNC, molding, assembly. You see who does what; suppliers only see their slice of the design.

What if my prototype needs certification?

Prototypes for private demos generally don't. The moment you sell or crowdfund, you do — the free scan maps FCC/CE/UKCA/RCM/TELEC needs, and we run lab bookings during pilot runs.

Why is there no price list?

Because an AI hardware project isn't a SKU — a one-mic pendant and an NPU desktop terminal differ by 20×. Instead, two real anchors: your first estimate is free, and every formal quote is itemized down to parts, labor, outsourcing and our margin. You always see where the money goes.

What if I need 500+ units / mass production?

Welcome — but we deliberately don't run production lines ourselves. Staying light and neutral is the point: for volume, our Scout service sources vetted factories, collects real quotes (no hidden markup) and supervises on your behalf. You keep the supplier relationships and every file. We'll even tell you when going direct is cheaper.

08 — Contact

Tell us what you're building.

Straight to an engineer's inbox. Reply within 24h — a real reply, not a sequence.

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