Engineering Intelligence for the Real World
We go beyond general-purpose AI by engineering domain-specific intelligence — custom AI chips, optimized models, and system-level design, delivering performance where it matters most.
Edge AI
On-device intelligence that runs where the data is created — sensors, cameras, and embedded systems.
ASIC to Application
Full-stack delivery from silicon architecture through models to deployed, production software.
Bio + Sensor Domains
Domain-specific systems for biology, genomics, and industrial sensing — not general-purpose AI.
Domain-specific AI, from silicon to system
Three solution areas covering the full stack: on-sensor chips, scalable multi-chip systems, and bio-AI co-design.
On-sensor AI Chip Solutions
AI processing directly at the sensor, enabling ultra-low cost and energy-efficient intelligence at the data source.
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Flexible Multi-chip AI Solutions
Modular and scalable AI systems combining multiple chips, optimized for domain-specific performance and flexible deployment.
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Bio-AI Co-design Services
Integrated AI and hardware co-design for biological data analysis, accelerating discovery through multimodal data and lab automation.
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A full-stack, domain-driven process that closes the distance between research and production.
Co-design
We co-design domain-specific AI solutions with our partners, starting from the real-world constraint — power, cost, latency, or data — rather than the model.
Silicon
We develop optimized AI semiconductors from architecture to silicon, across ASIC, FPGA, and full systems, with experience spanning 110nm to 7nm process nodes.
Deployment
We deliver end-to-end AI systems that bridge the gap between research and production — shipped, integrated, and operating in the field.
A decade of shipped systems
Build your real-world AI with us
From semiconductor design to full-stack system integration — we turn ideas into deployable solutions.
cs@uxf.ai · +82 (070) 4633-4641