AI for Engineering

We are an R&D driven innovation center, leveraging deep AI research to solve the most challenging engineering problems. From chip design to photonic systems, we push the boundaries of what's possible.

Explore Research Get in Touch
AI Engineering Illustration

Research Directions

Pioneering AI-driven solutions for the most challenging engineering problems

AI for IP Design

Revolutionizing semiconductor IP development with AI-powered design tools. We deliver industry-leading PPA (Power, Performance, Area) through intelligent automation.

  • AI-assisted RTL design and optimization
  • Automated verification and test generation
  • AI-driven synthesis and place-and-route
  • Open-source IP customization (e.g., Coral NPU)

AI for Engineering Services

Empowering customer projects with AI-enhanced engineering support. We tackle the most difficult technical challenges using cutting-edge AI methodologies.

  • AI-powered debug and root cause analysis
  • Intelligent design optimization consulting
  • Automated documentation generation
  • Complex problem solving with AI assistance

Self-Evolving Hardware

Pioneering hardware-software co-design for neural networks that can self-train and evolve. Creating adaptive circuits for next-generation computing.

  • Self-learning FPGA architectures
  • Adaptive CPU designs
  • Hardware-software co-optimization
  • Neuromorphic computing research

Silicon Photonics Inverse Design

Applying AI inverse design techniques to silicon photonics, enabling next-generation optical communication solutions for data centers.

  • AI-driven photonic device optimization
  • High-bandwidth optical interconnects
  • Data center communication solutions
  • Novel photonic component design

About Gradient Force

Gradient Force is an R&D driven innovation center headquartered in Hong Kong, dedicated to solving complex engineering challenges through deep AI research.

We believe that AI is not just a tool, but a fundamental paradigm shift in how engineering problems are approached and solved. Our mission is to bridge the gap between cutting-edge AI capabilities and real-world engineering applications.

From semiconductor IP design to silicon photonics, our team combines deep expertise in AI/ML, VLSI design, and systems engineering to push the boundaries of what's possible.

4

Research Directions

AI

First Approach

R&D

Driven Innovation

Get in Touch

Ready to accelerate your AI silicon development? Contact us to discuss how we can help bring your vision to life.

Email

contact@gradientforce.com

Location

Kai Tak PTY Bldg, 99 King Fuk St,
San Po Kong, Hong Kong