Next-Gen Edge AI

Next-Gen Edge AI

Liquid AI, xNN, and Silicon Photonics

Liquid AI, xNN, and Silicon Photonics






We build ultra-efficient, on-premise AI solutions powered by Liquid Neural Networks and Silicon Photonics — for real-time intelligence, privacy, and adaptability.

We build ultra-efficient, on-premise AI solutions powered by Liquid Neural Networks and Silicon Photonics — for real-time intelligence, privacy, and adaptability.

Liquid AI

Liquid AI

Adaptive intelligence for real-time edge computing. Always learning, always on.

Adaptive intelligence for real-time edge computing. Always learning, always on.

xNN Architecture

xNN Architecture

Scalable neural networks optimized for low-latency, high-throughput tasks.

Silicon Photonics

Silicon Photonics

Ultra-fast data transfer using advanced light-based chip design.

Ultra-fast data transfer using advanced light-based chip design.

About NetForce OELabs

NetForce OELabs is at the forefront of next-generation Edge AI, delivering the most efficient, adaptive, and on-premise intelligent systems for real-time, continuous input applications.

Our breakthrough platform integrates:

- Liquid Neural Networks (LNN) for time-adaptive, low-latency learning

- xNN Multimodal Architecture to process diverse data inputs

- Silicon Photonics for ultra-fast, energy-efficient data communication

From autonomous drones to precision medicine, our solutions enable edge devices to think, adapt, and act in real time - without cloud dependency.

We are scientists, chip designers, and engineers with a shared mission: advancing the intelligent edge.

About NetForce OELabs

NetForce OELabs is at the forefront of next-generation Edge AI, delivering the most efficient, adaptive, and on-premise intelligent systems for real-time, continuous input applications.

Our breakthrough platform integrates:

- Liquid Neural Networks (LNN) for time-adaptive, low-latency learning

- xNN Multimodal Architecture to process diverse data inputs

- Silicon Photonics for ultra-fast, energy-efficient data communication

From autonomous drones to precision medicine, our solutions enable edge devices to think, adapt, and act in real time - without cloud dependency.

We are scientists, chip designers, and engineers with a shared mission: advancing the intelligent edge.

Our Technology

Modular, Scalable, Intelligent by Design

- Liquid AI: Time-aware neural networks that learn and adapt at runtime.

- xNN Architecture: Built for multimodal input — supporting vision, audio, sensor data, and more.

- Probabilistic Encoding: Boosts decision-making with minimal power draw.

- Silicon Photonics Integration: Enables high-bandwidth, low-latency edge communication.

Designed to deliver AI performance where it's needed most — at the device.

Applications

Edge AI for a Smarter World

Autonomous Systems: Real-time navigation and decision-making for drones, robotics, and vehicles.

Precision Medicine: Analyze genomic data, personalize treatments, and accelerate drug discovery.

Smart Environments: From home automation to industrial IoT — sense, decide, and respond locally.

Finance & Security: On-device adaptive modeling for algorithmic trading and intelligent threat detection.

Leadership Team

Decades of Innovation in AI, Semiconductors, and Photonics

Versatile applications.

From autonomous systems to precision medicine, our platform brings real-time, energy-efficient AI to the edge — with seamless integration across sectors.

AI Scientists, Chip Designers, Photonics Pioneers

Expert team.

A world-class team of AI scientists, chip designers, and photonics pioneers building the next generation of edge intelligence.

Our Business Model

Flexible Integration. Scalable Impact.

- Platform Licensing — Edge AI software & silicon IP

- Hardware Modules — OEM-ready SiPh + AI kits

-AIDaaS (AI Data as a Service) - Monetize real-time edge data

- Vertical Bundles - Healthcare, IoT, Industrial Security

Build your intelligent product . We power the edge.

Company

About Us

Careers

Press

Technology

Liquid AI

xNN Architecture

Silicon Photonics

Applications

Autonomous Systems


Precision Medicine

Smart Environments

Finance & Security

Company

About Us

Careers

Press

Technology

Liquid AI

xNN Architecture

Silicon Photonics

Applications

Autonomous Systems


Precision Medicine

Smart Environments

Finance & Security

3350 Scott Blvd, Bldg 41-01, Santa Clara, CA 95054


4th Floor, No 296, Section 4, Xinyi Rd., Da'an District, Taipei 106, Taiwan




©2025 NetForce OELabs Inc. All rights reserved.








3350 Scott Blvd, Bldg 41-01, Santa Clara, CA 95054


4th Floor, No 296, Section 4, Xinyi Rd., Da'an District, Taipei 106, Taiwan




©2025 NetForce OELabs Inc. All rights reserved.






Company

About Us

Careers

Press

Technology

Liquid AI

xNN Architecture

Silicon Photonics

Applications

Autonomous Systems


Precision Medicine

Smart Environments

Finance & Security

Company

About Us

Careers

Press

Technology

Liquid AI

xNN Architecture

Silicon Photonics

Applications

Autonomous Systems


Precision Medicine

Smart Environments

Finance & Security

Company

About Us

Careers

Press

Technology

Liquid AI

xNN Architecture

Silicon Photonics

Applications

Autonomous Systems


Precision Medicine

Smart Environments

Finance & Security

Company

About Us

Careers

Press

Company

About Us

Careers

Press

Technology

Liquid AI

xNN Architecture

Silicon Photonics

Technology

Liquid AI

xNN Architecture

Silicon Photonics

Applications

Autonomous Systems


Precision Medicine

Smart Environments

Finance & Security






3350 Scott Blvd, Bldg 41-01, Santa Clara, CA 95054


4th Floor, No 296, Sec. 4, Xinyi Rd., Da'an District, Taipei 106, Taiwan



©2025 NetForce OELabs Inc. All rights reserved.