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
🔒 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.
Bring us a product that already exists, an idea that doesn't yet, or a plan you need the truth about.
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.
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.
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.
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.
Factories want 5,000-unit commitments. You need 3 units for your investor demo next month.
"$80k NRE" with zero breakdown — you can't tell margin from material. We publish our cost structure: parts, labor, outsourcing, margin.
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.
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.
Reference designs, costed in the open — engineer-estimated targets published before we build. Actuals and bench photos land as each build completes.
FIG. 02 — PB-D1NPU board, 4-mic array, 7" touchscreen, local wake-word + cloud LLM.
FIG. 03 — PB-W1Wearable capture device — 2 mics, 5MP camera, BLE + Wi-Fi, 800mAh, UN38.3 planned.
FIG. 04 — PB-C1Custom carrier board for a compute-module SoM, breakout I/O, for a robotics SDK startup.
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.
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.
Mutual NDA (download our template, liquidated-damages clause included) signed before you send us anything.
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.
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.
Schematics, PCB sources, firmware, CAD — contractually yours, delivered at every milestone. Walk away any time; no lock-in.
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.
Every quote itemized: parts / labor / outsourcing / our margin. No black boxes, ever.
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.
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.
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.
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.
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.
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.
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.
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.
Straight to an engineer's inbox. Reply within 24h — a real reply, not a sequence.