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Hardware
for
Physical AI.

From sub-milliwatt MCUs to flagship SoCs. From sensor to shipped product. Binho is built for Physical AI.

binho/agent · physical-ai-readiness LIVE
> checking model status…
[OK] inference engine ready
[OK] weights loaded · 47 MB
[OK] latency stable @ 7.3 ms

The models
are ready.

> checking hardware integration…
[??] no response from target
[??] awaiting input

Is your
hardware?

// system architecture

Success starts with the right architecture.

// compute

The architecture sets the ceiling on everything that runs on it.

compute increases →
RTOS
    • STM32U3
    • STM32U5
    • nRF54L
    • STM32N6
    • AE3
    • ESP32-P4
    • STM32U3
    • STM32U5
    • nRF54L
    • STM32H5
    • Apollo510
    • nRF54H
    • STM32N6
    • AE3
    • ESP32-P4
Android · Linux
    • Snapdragon W
    • Genio
    • i.MX 8M Plus
    • i.MX 93
    • Snapdragon X
    • Snapdragon 8 Gen
    • Jetson
    • Snapdragon W
    • Genio
    • i.MX 8M Plus
    • i.MX 93
    • i.MX 95
    • Snapdragon X
    • Snapdragon 8 Gen
    • Jetson
    • Thor

// connectivity

Protocols define the bandwidth, latency, and power envelope the system can sustain.

bandwidth increases →
I2C~3.4 Mbps
I2Saudio
CAN1–8 Mbps
USB FS12 Mbps
I3C≤12.5 Mbps · IRQ
SPI~50 Mbps
USB HS480 Mbps
SPE≤1 Gbps
PCIemulti-Gbps

// our edge

Every product lands on the right chipset.

Every solution we build draws from years of hands-on work with the devices the key players ship — catalogs we know cold, quirks we know deeper still. You're getting conviction earned through experience, not a literature search.

// product requirements

We solve for the requirements other teams won't touch.

// always-on

Listening. Watching. All day.

// latency

Every millisecond matters.

// security

Rock solid. From day one.

// form factor

Size matters. We'll make it fit.

// time to market

Speed is what real expertise looks like. We arrive with answers, not ramp-up time.

// Track record

We've been doing this for years.

Long before Physical AI was a category.

MIPI Alliance

// 01 · STANDARDS

We help write the spec.

Binho is a MIPI Alliance Contributor Member, actively shaping I3C — a foundational protocol for cutting-edge embedded systems.

200+

// 02 · TOOLS

We build the tools.

200+ semiconductor companies use Binho tools to develop, validate, and ship the silicon platforms that Physical AI products depend on.

100+

// 03 · PRODUCTS

We ship products.

100+ products for brands large and small, including our own — with our cross-discipline engineering team.

10M+

// 04 · SCALE

We design for scale.

10M+ units shipped. From rapid local prototypes to NPI at the top Asian CMs. Built for Silicon Valley speed and execution.

// trusted by engineering teams at

+ hundreds more

Let's build it.

We're the hardware partner ambitious AI product teams trust.