Vannevar Bush (1890–1974) with his differential analyzer

Why Analog Intelligence?

The physical world is a master of computation. For centuries, engineers have leveraged fundamental physical laws such as KVL, KCL, Ohm's law, and the principle of minimum energy to solve complex problems in the native language of the physical world.

At Vellex, we are modernizing this foundational approach. We use physics-based principles and advanced analog electronics to compute solutions directly in hardware. This is not a new idea; it's a fundamental principle of the universe, and we are unlocking its full potential for today's most demanding applications.

Core Advantages

Fast Autonomous systemsAnalog ComputeDigital ControllerData to Cloud
Autonomous & Ultra-Fast Systems
Resilient & Always-On Infrastructure
Self-Optimized at a Fraction of Power
Reduced Cloud Costs & Bandwidth
Problem
Analog to Digital Conversion causes slower decisions.
Systems are vulnerable due to latency and disruptions.
Analog-to-digital conversion introduces energy overheads.
High costs and bandwidth for cloud data processing.
Solution
Our Analog Intelligence Platform eliminates conversion bottlenecks
Our on-device foundation operates without cloud reliance.
Native analog computation continuously learns and optimizes.
Local edge processing minimizes cloud communication.
Benefit
Enables real-time decisions in us for faster outcomes.
Ensures continuous, uninterrupted operations by adapting to stress.
Consumes a fraction of the power, lowering operational costs.
Reduces cloud costs and bandwidth for significant savings.

Our Technology

From Code to Circuits

As shown in the figure below, the Vellex Analog Intelligence Platform is a complete solution, combining our proprietary software stack with patented hardware prototypes. This is not an incremental improvement on current technology; it's a fundamental architectural shift. By solving complex optimization and control problems in microseconds, our platform delivers a 100x increase in compute performance per dollar. This allows critical machines to become hyper-resilient, autonomous, and more efficient.

This image shows Vellex computing's hardware and software layers, along with the application layerThis image shows Hardware and Software layers in Vellex chip. The application layer consists of Edge optimization, Digital twins, fault diagnosis and other applications

Application Layer

Apps running on the embedded system or cloud

Core Algorithm Layer

Libraries, algorithms, and frameworks that the applications layer relies on

HW/SW Interface Layer

Synthesis and implementation engine

Hardware Layer

Compute device

Vellex Software Stack

At the heart of our platform is an innovative software stack designed to bridge the gap between your applications and our analog hardware. It provides a seamless workflow that unlocks the full potential of analog computation.

Vellex-built Libraries & Frameworks

With Vellex-built libraries and frameworks, you can create applications in a familiar, developer-friendly environment, accelerating innovation without the learning curve.

Powerful Synthesis & Implementation

Our engine transforms digital code into optimized analog circuits, enabling precise, high-performance designs to be deployed readily with exceptional speed, and reliability.

Automated Process removes complexity

Automated process removes the complexity of traditional analog design, enabling you to deploy complex, real-time applications with unparalleled speed and efficiency.

Vellex Processors

Our Journey to deliver Analog Intelligence begins with our Hardware prototypes

Vellex-1 Analog Computing chip

Vellex-1

Our First Analog Computer

Our first prototype, Vellex-1, is a PCB-based analog control system. It was designed to validate the core principles of our Analog Intelligence Platform by handling the demanding, real-time needs of data center applications. This is the first step in our mission to bring ultra-fast, efficient analog computation to critical machines. We are now advancing toward more capable and scalable systems, unlocking new levels of performance and efficiency.
Vellex-2 Our first Programmable Analog Processor

Vellex-2

Programmable Analog Processor

Building on the success of Vellex-1, we are currently developing our second prototype: Vellex-2. This next-generation chip is a programmable analog processor, purpose-built for the real-time optimization and control of critical machines. From motors and power supplies to batteries, Vellex-2 is designed to unlock new levels of performance and efficiency for the physical world's most demanding applications.

Lab-Validated Use Cases

Our technology has been rigorously validated at leading research institutions, including Stanford and Berkeley Lab. With three patents filed to date, we are redefining what’s possible in computing. The following use cases are just a glimpse of our platform's real-world potential.

Use Case 1: Power Efficiency for Data Centers

Data centers demand precise power management. We utilized our Vellex-1 control platform to manage server power supplies, successfully minimizing harmonic ripples at the AC/DC bus by 4x. This significant leap in power quality showcases how Vellex can deliver unprecedented efficiency for critical infrastructure.

Use Case 2: Unprecedented speed in Power System Simulation

Simulating complex power grids is a time-consuming and compute-intensive task. In a simulation of an IEEE 14-bus power system, our Vellex-1 prototype delivered a 17,000x speedup compared to a traditional CPU. The entire test was completed in just 390 milliseconds, a task that would otherwise take nearly two hours.

Ready to see What Vellex can do for you?

The use cases you've seen are just the beginning.

Do you have a specific use case in mind? Whether you're in energy, power, robotics, aerospace, or healthcare, Vellex is built to enhance your systems' efficiency and resilience.

Contact us to learn more about our validated use cases and explore how we can transform your project.

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