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Quantum-Inspired Technology

We utilize a new way of computing to address mission-critical
but intractable problems with our platform,
TitanQ: The world's most powerful Ising Machine.

 

​​​​What Is the Ising Model?

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The Ising model, rooted in statistical physics, is a mathematical model used to understand complex systems with binary states—originally developed to explain phase transitions in magnetic materials. It represents a system as a lattice of discrete spins (+1 or -1), interacting with their neighbors. These simple rules give rise to rich phenomena such as spontaneous magnetization and critical behavior, making it a powerful tool beyond physics. Today, the Ising model is applied in fields like biology, social dynamics, and especially non-convex optimization, where traditional methods often fail.

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TitanQ: The World's Most Powerful Ising Machine

TitanQ is a physics-enabled optimization platform that reimagines the Ising model for modern computation. With support for 144,000 all-to-all connected variables—and scalable to 1 million for sparse problems—TitanQ is built to handle the hardest real-world challenges, all on a single GPU chip. By Q1 2025, we’ll be scaling to support 1 million variables even for dense problems.

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Our platform uses probabilistic Ising model computation, powered by techniques like:

 

              Gibbs Sampling​​​​​​​​​​​                      

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Boltzmann-inspired stochastic solvers

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This allows TitanQ to explore solution spaces that are unreachable for classical methods or even some quantum systems.

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  Metropolis-Hastings algorithms
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A new way of Computing:
Quantum-Inspired Technology

 

What Is Quantum-Inspired Technology?

Quantum-Inspired Technology applies physics-based algorithms—rooted in quantum computing principles—to solve large-scale, complex problems on classical hardware. It achieves high performance, energy efficiency, and precision without the cost or fragility of quantum systems.

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By emulating quantum problem-solving techniques such as probabilistic sampling and energy-based optimization, this approach delivers rapid, high-quality results in areas like logistics, finance, energy modeling, and AI.

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Quantum-Inspired methods are especially powerful when paired with generative AI, enabling robust, real-world decision-making for complex, multivariable systems.

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 How Can This Help My Business?

TitanQ enhances operations by optimizing data-driven decisions—whether in portfolio management, risk mitigation, resource allocation, or dynamic scheduling. The result:

  • Faster insights

  • Lower operational costs

  • Smarter, real-time decisions

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This scalability empowers businesses and governments to innovate, adapt, and stay competitive—without needing specialized quantum infrastructure.

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 Is It Easy to Implement?

Absolutely. TitanQ is designed for seamless deployment with:

  • A flexible API (Python, C++ integration)

  • Deployment options via cloud or on-premise

  • End-to-end implementation support from the InfinityQ team

Our experts handle integration, customization, and ongoing optimization—so you can start unlocking value quickly and confidently.

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Image by Luke Chesser

Discover how we can solve your optimization challenges,
increase your competitiveness and drive your profitability

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Academic Partnerships

At InfinityQ, we believe in the power of collaboration. That's why we work closely with our partners. Our team is dedicated to building strong relationships.

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