Kneron Kneron is an embedded Deep Learning Company, which aims to extend AI everywhere by offering customizable software and hardware for IoT applications.

Kneron is a global Deep Learning startup company with offices in San Diego, California, Shenzhen, China, and Taipei, Taiwan. Focusing on implementing deep learning software and hardware for IoT applications so that everyone can have access to the benefits of artificial intelligence (AI). Kneron technology can provide swift training and data efficient deep learning algorithms which are adaptable in

deep learning processor design. It has the ability to run very deep convolutional neural networks locally on-device without cloud servers for embedded vision applications. Kneron has also developed unique hardware optimized for deep learning, the world’s first deep learning IoT RTL IP. Unlike the traditional method of using GPU which brings energy wastage, the IP’s scalable nature provides the correct amount of hardware acceleration when needed making it energy efficient yet powerful enough to run full deep learning applications. Our rapidly growing team is under the guidance of experienced entrepreneurs and industry leading engineers from globally recognized companies such as Samsung, Qualcomm, Intel, Verizon, and Broadcom.

The AI race is changing. Intelligence alone won’t win.As AI scales, efficiency, power and cost are becoming just as impo...
08/11/2026

The AI race is changing. Intelligence alone won’t win.

As AI scales, efficiency, power and cost are becoming just as important as performance.

Technology.org highlights Kneron alongside NVIDIA, AMD, Intel and Qualcomm as the industry rethinks how and where AI runs.

The next AI race is about the economics of intelligence.

Read the Technology.org article⁠ ⬇️

https://www.technology.org/2026/08/10/the-next-ai-race-wont-be-about-intelligence/

The future of AI isn’t built on a single chip..it’s built on a complete platform.Kneron is pioneering Full-Stack Edge In...
08/07/2026

The future of AI isn’t built on a single chip..it’s built on a complete platform.

Kneron is pioneering Full-Stack Edge Intelligence, unifying AI silicon, Edge AI engines, Edge AI servers, and enterprise AI infrastructure into one seamless architecture. From the NPU to KNEO Pi, KNEOEdge, and KNEO Rack, every layer is engineered to deliver secure, scalable, and high-performance AI at the edge.

5 million gallons of water. Every single day. That’s the cost of keeping some AI infrastructure running.The world cannot...
07/10/2026

5 million gallons of water. Every single day. That’s the cost of keeping some AI infrastructure running.

The world cannot scale AI indefinitely by simply building bigger data centers.

The future requires a new approach.

At Kneron, we’re building AI that runs where data is created - private, secure, and energy efficient.

Because the future of AI shouldn’t come at the expense of our planet.

🌎 Intelligence Everywhere.
⚡ Lower Power.
💧 Less Water.
🔒 More Privacy.

Everyone talks about training AI.Few are talking about what comes next. After a model is trained, it has to run somewher...
07/09/2026

Everyone talks about training AI.

Few are talking about what comes next. After a model is trained, it has to run somewhere.

Inside cameras.
Factories.
Hospitals.
Robots.
Entire cities.

That’s called inference. Inference is where AI creates real-world value.

And inference requires an entirely new infrastructure stack. From edge devices to enterprise AI servers, Kneron is building the infrastructure that powers the Physical AI era.

Training created intelligence.
Inference creates impact.

The future isn’t being trained.
The future is being deployed.

The challenge may no longer be creating intelligence. It will be about making intelligence economically deployable at sc...
06/04/2026

The challenge may no longer be creating intelligence. It will be about making intelligence economically deployable at scale.

That’s why the conversation is expanding beyond GPUs alone.

Excited to see Kneron CEO Albert Liu join CNBC to discuss the growing importance of NPUs and what AI infrastructure could look like in the era of AI deployment.

The companies that remove the bottleneck may shape the next phase of AI.

https://www.cnbc.com/video/2026/06/02/kneron-ceo-highlights-the-growing-importance-of-npus-in-ai.html

06/03/2026

What happens when ChatGPT stops living in the cloud?

At COMPUTEX, Kneron is demonstrating a different future for AI.

One of the key differentiators of the KNEO series is the ability to run OpenClaw entirely on-premises.

No unpredictable token fees. No sending sensitive information to external services. More control over privacy, security, and deployment.

But infrastructure alone isn’t enough.

We’ve also simplified the experience.

Users can deploy a local virtual human and interact naturally through voice..just like speaking with another person.

Or simply type instructions through a familiar conversational interface that feels as intuitive as ChatGPT.

No complicated workflows. No AI expertise required. Just intelligence that works where your data lives.

From minimal personalization to private GPT environments and sovereign-scale deployments: one architecture, built for real-world AI deployment.

Because the next era of AI may not be defined by who builds intelligence.

But by who makes intelligence usable.

📍 COMPUTEX 2026📍 Nangang Exhibition Center Hall 2, 4F📍 Booth R0532

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10052 Mesa Ridge Court, Suite 101
San Diego, CA
92121

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