Describe it.
We build it.

AI-driven hardware development. Send us what your device should sense and do. Get a finished, working product at a fixed price and a fixed timeline.

PCB 4-layer ENIG Firmware included Enclosure up to IP67 Lead time from 4 wk
The old way

Three teams, three schedules, one prototype that almost works.

Hardware is slow because the disciplines were split apart decades ago and never put back together. That split was an artifact of the tools, not a law of engineering.

Legacy Org chart

Siloed EE, ME and firmware

Each discipline owns one slice of the device. Nobody owns whether the whole thing works.

EEMEFW
Legacy Process

Handoffs where things break

The board is done before the enclosure is drawn. The firmware waits for both. Every interface is a meeting.

spec →rev B →rev C?
Legacy Loop

Prototype, test, fail, repeat

Each spin is a fab order, a two-week wait and a surprise. Timelines are guesses. Prices are quotes on quotes.

buildtestfailbuildtestfail
The new way Full-stack engineers working deeply with AI, one owner of the whole device, one promise: it ships, it works, it costs what we said.
How it works

Configure a device in four steps. Watch it become buildable.

Pick what it senses, what it does, where it lives and what it thinks with. Every option maps to a validated module. When the flow completes, the device is buildable and the price and lead time are fixed.

What should your device sense?

Every sensor here is a validated module with known cost and drivers.

What should it do in response?

The actuator or output stage. Power electronics and drivers included.

What kind of enclosure?

Where the device lives sets the ingress rating, the material and the mounting.

What should it think with?

Compute class sets power budget, connectivity and what the firmware can do.

Config BBB-····-····-····-···· Incomplete
Enclosure · not set
SenseNot set
ComputeNot set
DoNot set
Why this works

A fixed price is only possible when nothing is invented twice.

We can promise a price and a date because the parts of a device that used to be re-engineered on every project are now a library, a supply chain and a growing body of evidence.

Validated module library

Sensors, drivers, power stages and enclosures that have already shipped. Each one carries its schematic, footprint, firmware driver and test record.

Real fab-house pricing

Board, stencil, assembly and enclosure costs pulled from live supplier pricing, not a guess padded for safety.

Learns from every build

Every device we ship feeds back into the library: what failed on the bench, what the fab flagged, what took longer than modeled.

One end-to-end promise

One team owns the whole device from intent to the box in the mail. There is no handoff to fall through.