01
Concept & Strategy
Product definition & feasibility
We translate your idea into a clear technical specification. Market analysis, competitive benchmarking, BOM estimate, and a risk-flagged roadmap, before a single component is ordered.
AI Hardware Development Services
We take your product from concept through design, embedded AI integration, and into mass manufacturing - all under one roof.
From Ideato Production.AI Inside.
At AJProTech, we design and build AI-enabled products that integrate embedded intelligence, edge processing, and connected systems to solve real problems. From feasibility studies to market-ready units, our team turns ideas into smart AI hardware that learns and adapts.
What are AI-Powered Devices?
We build intelligent systems across industries:
AI Vision Systems
Edge devices using computer vision for inspection, robotics, safety monitoring, and automation.
Industrial AI Hardware
Edge gateways, predictive maintenance systems, and autonomous control modules.
Smart IoT Devices
Connected products that collect, process, and act on environmental or operational data.
AI-Enabled Medical Devices
Diagnostic support tools, patient monitoring systems, and smart therapeutic hardware.
Wearable AI Devices
Health monitoring, AR/VR integrations, motion tracking, and biometric sensing.
Consumer AI Electronics
Intelligent home devices, smart accessories, and adaptive consumer products.
Intelligence at the Edge
Physical AI products designed to sense, decide, and act without a cloud. Engineered for the environments where milliseconds and privacy matter.
Edge AI processes data right on the device, without sending it to the cloud. This keeps sensitive data where it lives and cuts your infrastructure costs.
On-device inference
Sensor fusion
Real-time AI
NDA protected
Possibilities are endless
- AI Consumer Electronics
- Smart IoT systems
- Speakers with LLMs
- AI-powered wearables
- AR/VR systems with real time AI audio support
- Industrial AI modules & gateways
- AI-powered medical systems
- Computer Vision & Intelligent Imaging
- LLMs voice interface devices
- AI-powered elderly companions and toys for kids
- Physical Intelligence
WHAT CAN WE CREATE TOGETHER?
Schedule a Free ConsultationEnd-to-End Pipeline
We own the full stack: product design, hardware, software, AI, and manufacturing support, so nothing falls between the cracks.
02
Industrial Design
Form, ergonomics & brand language
Industrial designers create 3D concepts aligned with your brand identity, usability constraints and target user profile, and manufacturing realities. DFM-ready from day one, not retrofitted later.
03
Electronics & PCBs
Schematic design & board layout
Analog and digital circuit design, power architecture, RF layout, signal integrity analysis. Multi-layer PCBs optimised for noise, heat, and manufacturing yield.
04
Firmware & Connectivity
Embedded software & wireless stack
RTOS and bare-metal firmware, HAL layers, peripheral drivers, BLE/Wi-Fi/LTE/Matter stacks, OTA update infrastructure, and secure boot chains.
05
Mechanical Design
Enclosure engineering & structural integrity
Full mechanical engineering from enclosure architecture to detailed CAD: tolerances, assembly fit, thermal management, and material selection. Every part designed for tooling from the first draft, not the last.
06
AI Integration
On-device & cloud AI services
This is where your device gets intelligent. We design the full AI pipeline: from edge inference on the MCU/NPU to cloud orchestration, and connect it to your product's real-time data streams.
Edge inference
Model compression, quantization, and NPU deployment enable AI to run directly on the device. Processing is split between on-device and cloud to balance speed and cost.
Cloud AI orchestration
LLM integration, vision APIs, and custom model endpoints with device-cloud sync.
Secure AI pipeline
Encrypted inference, model IP protection, and on-device private data processing.
Continuous learning
Fleet telemetry, model retraining loops, and A/B deployment via OTA.
07
Prototyping & Testing
EVT → DVT → PVT iteration
Engineering, design, and production validation builds with structured test protocols: electrical, mechanical, environmental, EMC pre-compliance, so you enter certification without surprises.
08
Certification & Compliance
CE, FCC, RoHS & beyond
We help to prepare the full technical file, coordinate with approved test labs, respond to test lab findings, and manage the certification timeline so your product clears without delays.
09
Manufacturing & Scale
Mass production & global logistics
Supplier qualification, tooling, NPI management, quality control, and first-article inspection, with trusted factory partners across America, Europe, and Asia.
Technologies We Use:
- Embedded AI Frameworks: TensorFlow Lite, PyTorch Mobile, ONNX Runtime, TensorRT
- Edge Platforms: NVIDIA Jetson, Qualcomm AI modules, Google Coral
- MCUs & Architecture: NRF 52, NRF 53, NRF 54, ESP32, STM32
- Sensors & Interfaces: LiDAR, Camera vision, IMU, Radar, Sensor fusion
- Connectivity: Bluetooth/BLE, Wi-Fi, 5G/LTE, LoRaWAN
- Embedded Software: RTOS, Linux, firmware stacks
- Cloud + APIs: AWS IoT, Azure IoT, secure MQTT, mobile app integration
Powered by NVIDIA
As an official member of the NVIDIA Partner Network, AJProTech develops AI-powered devices using NVIDIA Jetson Orin and next-generation NVIDIA Jetson Thor platforms - the industry’s leading edge AI computing modules for autonomous and intelligent systems.
Jetson Orin and Thor integrate high-performance GPUs with validated LPDDR5 memory directly on-module, simplifying hardware architecture while delivering predictable supply and stable pricing through 2026. For product companies, this means faster time-to-market, fewer sourcing risks, and more reliable production ramps.
Jetson Thor introduces a new class of compute for physical AI, supporting advanced generative AI, real-time reasoning, and high-throughput sensor processing directly at the edge. These modules are optimized for runtime inference across leading open AI models including NVIDIA Nemotron, Cosmos Reason, and Isaac GR00T.
This enables robotics, industrial automation, smart vision systems, and autonomous machines to make complex decisions locally without relying on constant cloud connectivity.
Through NVIDIA’s open model ecosystem and tools such as TensorRT-LLM and Jetson AI Lab,
We design hardware architectures that fully leverage Jetson Orin and Thor performance capabilities, balancing thermals, power optimization, PCB design, and manufacturability to deliver production-ready intelligent devices.
When you build with AJProTech and NVIDIA Jetson, your AI hardware is engineered for real-time reasoning, scalable deployment, and long-term supply stability.
Why AJProTech
One team. Every stage.
Most development involves four or five vendors blaming each other. We eliminate that entirely.
Client Testimonial
Frequently Asked Questions
What is an AI-powered device?
A device with embedded machine learning that processes data and makes decisions without continuous cloud dependency.
How long does AI hardware development take?
Typically 12-24 months from concept to mass production with iterative testing and validation.
What makes AJProTech’s AI device development unique?
We merge industrial design, embedded AI integration, firmware, and manufacturing guidance to deliver smart hardware seamlessly.
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United States
Headquarters: Los Angeles, CA
26565 Agoura Road, Suite 200,
Calabasas, CA 91302
Taiwan
R&D and Manufacturing
New Taipei City
Wenhua 2 Road, Linkou District
Kazakhstan
Software design
Almaty