EDGE AI DEVELOPMENT

Edge AI development services

We develop devices that run AI inference next to cameras and sensors — from SoM selection to mass production — for robotics, machine vision, AMRs and smart-city field equipment.

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Positive ONE provides edge AI development services from Tokyo, Japan: we build devices that run AI inference next to cameras and sensors, covering SoM selection, carrier board design, BSPs and drivers, prototyping and transfer to mass production.

SCOPE

What we cover

SoM → BOARD → SOFTWARE → PRODUCTION

01

SoM and platform selection

PLATFORM

Selecting SoMs from Rockchip, NXP, Qualcomm, NVIDIA Jetson and others by application, performance, power and supply lifetime, validated in a PoC.

02

Carrier board and hardware design

HARDWARE

Carrier boards, peripheral circuits and enclosures around the SoM, including EMC compliance.

03

BSP, drivers and AI inference

SOFTWARE

Linux / RTOS BSPs, camera and network drivers, and deployment and optimization of AI models at the edge.

04

Prototyping and mass production

PRODUCTION

Prototyping, validation, transfer to mass production and programming / inspection processes, with long-term supply through our trading arm.

USE CASES

Typical applications

FIELD

A

Robotics and AMR

ROBOTICS

Perception and control units for industrial robots and AGVs / AMRs.

B

Machine vision and video analytics

VISION

Multi-channel video AI analytics, inspection equipment and monitoring systems.

C

Smart city and infrastructure

SMART CITY

Edge AI gateways and field controllers for elevators, charging equipment and more.

EVIDENCE

Published technical examples

Product / projectKey specifications (as announced)Our roleReleased
AIBOX-9075 industrial edge AI boxQualcomm IQ-9075, up to 200 TOPS (INT4), 8× GMSL2 camera inputs, 2× 2.5GbE, 2× CAN-FD, 2× RS-485, −40 to 85 °C, Ubuntu / Yocto LinuxSales and system consulting2026.09.17
Functional-safety control platform for smart elevatorsNXP i.MX95 (NPU up to 2 TOPS, 10GbE, MIPI-CSI) + NXP S32G399A (lockstep Cortex-M7, TSN-capable 2.5GbE, 18× CAN FD), −40 to 85 °CSoM sales; carrier board design, system integration, firmware / driver development and functional-safety support2026.09.09
Core-8550JD4 AI moduleQualcomm QCS8550, up to 48 TOPS, MIPI-CSI (48 MP ISP), PCIe 4.0, 2.5GbE, Android 13 / Debian 11 / Ubuntu 22.04Sales2026.03.11
Edge AI gateway with an i.MX9352 SoMNXP i.MX9352 (2× Cortex-A55 + Cortex-M33, NPU), 2× 1GbE (one TSN port), CAN-FD, RS-485, hardware secure bootSoM supply (DDR routing, power and security handled on the SoM)2025.11.27
GS1-N2 1U AI network video recorderCore-3576JD4 (6 TOPS) plus optional Jetson Orin Nano / NX (up to 157 TOPS), 32-channel 1080p decoding, 8× PoE GbEProduct announcement2025.11.05

BEFORE YOU CONTACT US

What to tell us before a consultation or quotation

  • Application and installation environment (indoor / outdoor, operating temperature range)
  • Inputs: number of cameras, resolution and frame rate, sensor types
  • The AI models you want to run (format and target throughput)
  • Required interfaces (Ethernet, GMSL, CAN, RS-485, PCIe, etc.)
  • Power, consumption and thermal constraints
  • Expected quantities (prototype / production) and timing
  • Existing assets (schematics, BSP, source code), if any

PROCESS

Development process

STEP 1

Consult & scope

Hearing of goals & constraints

STEP 2

Spec & quote

Design policy & scope fixed

STEP 3

Design & build

HW / SW / FPGA implementation

STEP 4

Verify & certify

Validation & compliance support

STEP 5

Produce & support

Mass production & ongoing support

WHY POSITIVE ONE

Why Positive ONE

W1

Embedded specialists since 2004

SINCE 2004

Head office in Shibuya and an office in Tama, Tokyo, plus an R&D center in Ho Chi Minh City — over 20 years in embedded development.

W2

62+ key clients

TRACK RECORD

62+ key clients and institutions across automotive, semiconductors and electronics, telecom and public research.

W3

Engineering plus technical trading

ENGINEERING × TRADING

Long-term supply and technical support for products from global vendors, also available through 11 major Japanese distributors.

FAQ

Frequently asked questions

Which SoM platforms do you work with?

We select SoMs from Rockchip, NXP, Qualcomm, NVIDIA Jetson and others by application, performance, power consumption and supply lifetime, and validate the choice in a PoC.

Can you take an edge AI device from prototype to mass production?

Yes. We cover carrier board and hardware design, BSPs, drivers and AI inference, prototyping, transfer to mass production and programming / inspection processes, with long-term supply through our trading arm.

Can we talk to you before our requirements are fixed?

Yes. You can contact us before requirements are fixed; we help define them through platform selection and a PoC.

What information do you need for a quotation?

Whatever you know of the items listed under “What to tell us before a consultation or quotation” is enough to start. We work out the open items with you during the consultation.

Talk to us even before your requirements are fixed.

Discuss an edge AI project ▸ Request a quotation ▸