Chemistry & Pharma

Classiq's quantum computing software accelerates quantum program development for applications including molecular modeling and reaction pathway analysis, amongst many use-cases. Classiq's high-level development environment delivers automatically optimized implementations and effortlessly scalable quantum programs you can run on any quantum hardware.

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Our Clients

Our clients trust Classiq to enable their quantum initiatives, upskill their workforce, and deploy efficient quantum programs

Case Studies

Catalyst Reaction Pathway Analysis

Simulating molecular systems, especially transition states and reaction intermediates, is computationally demanding due to the quantum nature of chemical interactions.

A quantum computing proof-of-concept (PoC) in this area explores how quantum algorithms, such as the Variational Quantum Eigensolver (VQE), can be used to estimate the ground and excited states of molecular systems more accurately. This can enable better mapping of potential energy surfaces and identification of key reaction pathways.

The PoC typically focuses on small catalytic systems, modeling reaction energetics and evaluating quantum performance relative to classical methods like density functional theory (DFT). While current hardware limits scale, early results offer insight into quantum advantage in modeling strongly correlated systems.

High-Performance Organic Electroluminescent Materials With Mitsubishi Chemical Group

In a joint research initiative, Mitsubishi Chemical Group, Deloitte, and Classiq explored how quantum computing can accelerate the search for high-performance organic electroluminescent materials. The project focused on leveraging the circuit compression capabilities of the Classiq platform to achieve up to 97% circuit depth compression. This demonstrated the possibility of improving a quantum computer's calculation accuracy and increasing the probability of discovering promising materials.

The collaboration supported work targeting processes that are computationally challenging for classical methods.

Mitsubishi Chemical Group concluded "There are high expectations for the application of quantum computers, which have strengths in processing complex calculations when compared to conventional computers".

Quantum Applications For Life Sciences

Quantum Drug Discovery

Calculate accurate conformational energies and docking scores
Explore a vast chemical space using enterprise‑grade quantum software
Shorten lead optimization cycles

Materials Science Simulation

Predict electronic structures for battery and photovoltaic materials
Optimized quantum circuits reduce qubit and gate counts
Support for superconducting and trapped‑ion hardware

Reaction Kinetics Modeling

Map reaction pathways and transition states with high fidelity
Hybrid quantum‑classical workflows enable near‑term insights
Scalable quantum software fits current NISQ devices

Enable Your Quantum Initiatives

Quantum Team Building

If you and your team are getting started with quantum computer programming, Classiq’s hands-on quantum training program is built for technical professionals. You’ll begin with a focused introduction to quantum computing fundamentals: qubits, quantum gates, and circuit models. Next, you’ll explore key quantum algorithms such as QAOA, VQE, and Grover’s, with an emphasis on practical implementation. The core of the training is onboarding to the Classiq platform, where you’ll learn high-level quantum algorithm development, resource-aware quantum circuit design, and hardware-aware optimization. This program equips developers, engineers, and researchers with the skills to build scalable quantum applications from day one.

Quantum Use-Case Implementation

Classiq’s Use-Case Scoping and Implementation Program is designed to guide teams through the full lifecycle of quantum application development. Whether you're exploring quantum for the first time or scaling an R&D initiative, our experts work closely with you to identify high-impact quantum use cases, define algorithmic approaches, and map requirements to current hardware capabilities. From initial use-case selection to algorithm synthesis and execution on quantum processors, the program is tailored to your project’s complexity and your team’s quantum maturity. It's a practical, results-driven pathway to developing and deploying real-world quantum solutions with clarity, speed, and technical confidence.

Advanced Quantum Application Development

Classiq’s Advanced Quantum Application Development offering is designed for teams looking to elevate their quantum work into scalable, future-ready solutions. This offering supports the development of complex quantum circuits using Classiq’s high-level synthesis platform, enabling modular, optimized, and hardware-agnostic quantum algorithm design. It’s ideal for organizations aiming to turn their quantum initiatives into long-term assets, reusable components, or proprietary IP. Whether refining advanced algorithms like QAOA or VQE, or preparing applications for next-gen quantum hardware, this offering helps teams industrialize their quantum development and ensure their work is robust, efficient, and strategically aligned with long-term R&D goals.

Explore Quantum Finance Applications

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