Quadric is a technology company specializing in the development of edge processors designed for on-device artificial intelligence (AI) computing. Founded in 2016, Quadric has introduced the industry's first General Purpose Neural Processing Unit (GPNPU), a licensable processor IP core that seamlessly integrates scalar, vector, and matrix operations within a single execution pipeline. This innovation enables developers to deploy AI models directly on devices without the need to partition application code across multiple processors.
Key Strategic Focus
Quadric's strategic focus centers on providing high-performance, energy-efficient AI processing solutions for edge devices. The company's GPNPU architecture is optimized for machine learning inference, allowing for the execution of diverse AI models directly on devices. This approach targets applications in autonomous vehicles, industrial robotics, consumer electronics, and other sectors requiring real-time AI capabilities at the edge.
Financials and Funding
Since its inception, Quadric has secured significant funding to support its growth and product development. In December 2022, the company completed a Series B funding round, raising $31 million. This investment was intended to accelerate the production and deployment of its AI edge processors.
Technological Platform and Innovation
Quadric's technological innovation is embodied in its Chimera GPNPU architecture, which unifies hardware and software to optimize on-device machine learning inference. The GPNPU's design allows for the efficient execution of scalar, vector, and matrix operations within a single core, eliminating the need for developers to partition code across different processors. This architecture supports a wide range of AI models and scales from 1 to 864 TOPs, catering to various performance requirements.
Leadership Team
Quadric's leadership comprises experienced professionals with backgrounds in technology and business:
- Veerbhan Kheterpal, Ph.D.: Co-Founder and Chief Executive Officer.
- Nigel Drego, Ph.D.: Co-Founder and Chief Technology Officer.
- Steve Roddy: Chief Marketing Officer.
- Daniel Firu: Co-Founder and Chief Product Officer.
These leaders bring extensive expertise in AI, semiconductor design, and business strategy, guiding Quadric's mission to advance edge AI processing.
Competitor Profile
The edge AI processor market is competitive, with several key players:
- Tenstorrent: Develops AI processors and software for machine learning workloads.
- Groq: Specializes in tensor streaming processors for AI inference.
- Mythic: Offers analog compute-in-memory technology for AI inference.
- Graphcore: Provides intelligence processing units (IPUs) designed for AI workloads.
- SambaNova Systems: Delivers integrated hardware and software platforms for AI.
These companies focus on delivering high-performance AI processing solutions, each with unique technological approaches and target markets.
Strategic Collaborations and Partnerships
In May 2022, Quadric announced a partnership with MegaChips to bring its IP products to the ASIC and SoC market. This collaboration aims to integrate Quadric's GPNPU technology into MegaChips' semiconductor solutions, expanding the reach of Quadric's AI processing capabilities.
Operational Insights
Quadric's competitive advantage lies in its unified GPNPU architecture, which simplifies the development and deployment of AI models on edge devices. By eliminating the need for multiple processors and complex code partitioning, Quadric offers a streamlined solution that enhances performance and reduces development time for its clients.
Strategic Opportunities and Future Directions
Looking ahead, Quadric is poised to capitalize on the growing demand for edge AI processing across various industries. The company's scalable GPNPU architecture positions it to address a wide range of applications, from consumer electronics to industrial automation. Continued investment in research and development, along with strategic partnerships, will be key to maintaining its competitive edge and expanding its market presence.
Contact Information
- Website: quadric.io
- LinkedIn: Quadric on LinkedIn
For further inquiries, please visit the company's official website.
