We build the hardware behind AI.
Custom AI devices, embedded systems & electronics design. From concept to silicon — and a curated store of AI-grade hardware, ready to ship.
for AI hardware.
We cover the full stack — from chip selection and PCB layout to firmware and production support.
End-to-end circuit board and chip design optimised for your AI workload. From schematic to Gerber files ready for manufacturing. We design for inference, training, edge, and data-centre use cases.
Get a quote →Low-latency FPGA solutions for edge AI deployments. Fully programmable, field-upgradeable, and deeply integrated with your model pipeline. Xilinx, Intel, Lattice.
Learn more →Compact, power-efficient embedded hardware for real-time AI at the edge. We handle hardware design, firmware development, and production-ready module integration.
Learn more →Architecture review, component selection, and technical roadmapping for your AI hardware stack. Whether you're starting or scaling — we guide you through every decision.
Book a session →ready to order.
Curated hardware for serious AI workloads. Don't see what you need? We'll build it custom for you.
RISC-V AI inference SoC. 8 TOPS, ultra-low power for edge deployments. Ideal for vision, NLP, and sensor fusion tasks.
Xilinx Artix-7 development kit built for ML acceleration and rapid prototyping. Includes pre-built inference IP cores.
Rack-mounted AI cluster node with 4× GPU slots, NVLink fabric for distributed model training and inference at scale.
Compact computer vision AI module with onboard NPU. Real-time object detection, classification, and tracking at the edge.
Industrial AI gateway with dual-core processor, 4G/5G connectivity, and on-device ML for predictive maintenance and monitoring.
Wearable AI development platform. Ultra-low power, motion sensors, BLE 5.0, on-device ML for health, fitness, and industrial wearables.
working device.
A clear four-step process — designed to move fast without cutting corners.
We audit your AI workload — compute needs, memory, latency, power budget, and target environment.
We design the hardware architecture — chip selection, PCB stack-up, thermal design, and firmware plan.
Working prototype delivered in weeks. You test it with your actual models and real-world data.
DFM-optimised files, full BOM, and firmware — ready to scale from 10 units to 10,000+.
for AI.
We're not a generic electronics firm. Every decision we make is shaped by the real demands of production AI systems.
AI-native workflow
Every topology, memory bus, and power rail decision is shaped by the compute and bandwidth demands of your specific AI model — not generic best practice.
Fast from day one
From schematic to prototype in weeks. We run hardware iterations in parallel with your software sprints — no waiting for hardware to catch up.
Production-ready design
DFM-optimised from the first commit. Designed to scale from 10 prototype units to 10,000 production boards without redesign.
Full-stack ownership
Hardware, firmware, and integration support under one roof. One team owns your entire stack — no finger-pointing between vendors.
Your IP, always
Full intellectual property transfer on every custom design. Your schematics, your firmware, your files. No lock-in, ever.
Startup to enterprise
Whether you need one prototype or a complete hardware supply chain, our process and pricing scales with your stage and ambition.
Ready to build your AI hardware?
Whether you want to order a product, commission a custom design, or just want to talk through an idea — we respond within 24 hours.
No commitment. Just a conversation. · hello@ai-must.com