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Leading Inference Architecture
Centered on LPU architecture and efficient dataflow computing, we optimize performance, energy efficiency, and total cost of ownership for large-model inference
Built around a proprietary LPU architecture, software stack, compiler, and instruction set, Semiotics delivers high-performance, low-power, easy-to-deploy inference compute—helping customers lower TCO and accelerate ROI.
Semiotics focuses on AI large-model inference chips, accelerator cards, enterprise AI appliances, and related software platforms. Built around a proprietary LPU architecture, software stack, compiler, and instruction set, we deliver high-performance, low-power, easy-to-deploy inference compute. For inference supernodes, we provide integrated hardware and software services so customers can unlock large-model value securely and reliably.
LPU · Dataflow Computing
Centered on LPU architecture and efficient dataflow computing, we optimize performance, energy efficiency, and total cost of ownership for large-model inference
We connect chips, boards, models, and software platforms into enterprise AI productivity tools with standard API access and straightforward deployment
For productive office work and industry intelligence, we deliver inference services that lower TCO, accelerate ROI, and stay close to customer workflows
From office productivity to industry intelligence, Semiotics puts inference compute to work in real business.
Combining compute hardware, model adaptation, software, and operations, we deliver ready-to-use AI productivity tools for intelligent office, knowledge Q&A, and data analysis.
For intelligent customer service, knowledge retrieval, risk support, and document processing, we provide stable, controllable inference that meets security and response requirements.
For campus Q&A, teaching support, content generation, and education management, we balance data security, efficiency, and ease of administration.
Serving industrial inspection, equipment maintenance, production scheduling, and industrial vision, real-time inference improves response and intelligence on the shop floor.
For medical image assistance, health management, clinical knowledge retrieval, and medical documents, we improve how healthcare information is processed.
For robots and intelligent terminals, we provide low-latency, energy-efficient inference to keep perception, decision-making, and control running together.
From AI accelerator cards to large-model appliances, Semiotics helps customers unlock inference value faster.