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Making critical machines hyper-resilient and autonomous

Electricity demand is growing. AI is here. Robots are taking over. Natural disasters are becoming intense. Traditional compute platforms  cannot keep up. Vellex advances the next generation of machine intelligence. We develop an advanced computing platform designed for real-time simulation and control of critical machines. Our platform makes these machines hyper-resilient and autonomous.

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Increase your compute performance per dollar by 100X with proven technology

Vellex addresses optimization, simulation, and machine learning problems. We provide a high-performing non-traditional compute platform. Our physics-based computing architecture delivers real-time results for complex optimization and control that take hours on traditional computers, while using only a fraction of the power. The result: lower costs, higher performance, and scalable computing that is aligned with your business growth objectives.

Stanford spin-out, supported by Department of Energy (DoE), National Science Foundation (NSF), Lawrence Berkeley National Laboratory (LBNL), and Activate Fellowship program

Decades of expertise in Computing, Control and & Optimization, Machine Learning, and Power Electronics.

Patented Physics inspired computing technology designed for critical machines like data centers, electrical grids, robots, etc.

Seizing the digital twin market with Non-Traditional Compute

Our AI-powered platform accelerates grid deployment, cutting time and costs by combining industry-leading power systems expertise and advanced computing technology

10X Global Demand

The Digital Twin market is projected to grow from $25B in 2025 to $250B in 2032, a 32% CAGR, driven by AI factories.

5X Market Growth

Driven by superior performance per dollar, the non-traditional compute market is projected to expand from $161B to $809B by 2032.

$8 Billions Investment

Each year, $8B are being invested into next-gen computing to solve problems beyond the scope of today's classical machines.

Join the Digital Twin evolution

Vellex solves optimization problems for the world and make world a better place with low energy consumption compute platforms.

OUR SUPPORTERS

Vellex is supported by industry leaders and organizations committed to advancing the next generation of machine intelligence.

LATEST IN THE NEWS

September 16, 2025

Vellex selected for NSF Small Business Innovation Research (SBIR) Phase 1

We are proud to announce that we have been awarded the highly competitive National Science Foundation (NSF) Small Business Innovation Research (SBIR) Phase I grant. This milestone marks a significant recognition of our pioneering work in developing physics-inspired computing solutions that transform the way complex control and optimization problems are solved.
Read Vellex News
April 22, 2025

Vellex Computing showcased advanced compute and AI solutions during SF Climate Week

Vellex Computing showcased its innovative compute and AI platform at San Francisco Climate Week during the "Live from the Future - A Deep Tech Expo," co-hosted by Activate, The Engine Ventures, and Breakthrough Energy Fellows.
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November 14, 2024

Vellex Computing Co-Founder Named 2024-2026 Mária Telkes Fellow

Dr. Palak Jain, CEO and co-founder of Vellex Computing, was announced as a Mária Telkes Fellows for the 2024-2026 cohort. The Mária Telkes Fellowship helps promising cleantech professionals from underrepresented demographics tap into networking connections, positive exposure, and champion-building opportunities to realize their full potential for executive leadership.
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FAQs

01. What does Vellex offer?

Vellex provides a purpose-built computing platform designed to simulate the real world with unmatched speed and energy efficiency. Our offering is flexible to meet partner needs:

1. Vellex Cloud Platform: A Platform-as-a-Service (PaaS) providing access to our accelerator cards and a full software toolchain.
2. On-Premise Hardware: Direct sales of our custom chips and accelerator cards for organizations with strict privacy and data security requirements.
3. IP Licensing: Licensing of our core analog compute architecture for strategic partners building custom silicon.

02. Who is Vellex's target customer?

Our initial focus is the Power and Energy industry ⚡, a sector facing immense computational challenges. We are actively working with power system engineers, data center architects, and energy market modelers to solve critical problems in grid stability and energy management. This is our beachhead market before expanding into other complex simulation-heavy industries.

03. What is the current status of the Vellex platform?

Vellex is in the advanced prototyping and validation stage. We have functional PCB prototypes and are developing our first benchmarking chip and accelerator card. This effort is backed by significant support from U.S. federal agencies and leading Silicon Valley investors, validating our technology and market opportunity.

04. Does Vellex integrate with existing engineering tools?

Yes, absolutely. Our platform is designed to supercharge existing workflows, not replace them. Vellex seamlessly integrates with industry-standard power system modeling and simulation software, acting as a powerful accelerator that provides results in real-time.

05. What is the core technology that makes Vellex unique?

Vellex has pioneered a hybrid analog-digital computing architecture. We use cutting-edge analog compute to directly model the physics of complex, real-world systems, which is inherently faster and more power-efficient than digital-only methods. This allows us to create digital twins that behave like their real-world counterparts in real-time.

06. What are the key benefits of using the Vellex platform?

The primary benefits are a radical improvement in performance and a drastic reduction in cost and energy consumption. Partners can expect:

1. Real-Time Simulation: Achieve simulation speeds up to 100x faster than traditional computers.
2. Massive Power Savings: Use a fraction of the power, leading to significant operational cost savings.
3. Unlock New Insights: Tackle complex modeling problems that are currently unsolvable, unlocking new opportunities for optimization and innovation.

07. What does an ideal pilot partnership with Vellex look like?

An ideal pilot partner is an industry innovator in the energy sector looking to solve a high-value problem, such as preventing grid outages or optimizing data center energy use. Together, we define a clear scope to demonstrate a powerful, measurable ROI and build a case for wide-scale deployment.

08. Who is on the Vellex founding team?

The Vellex founding team is world-class, combining seasoned industry veterans from the semiconductor and OEM sectors with PhD-level experts in analog design and computational science. We are a team built with decades of direct experience in solving the exact problems we are targeting.

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