Explore the world of quantum AI startups impacting industries with innovative solutions. This article features 10 companies that are using quantum computing and AI to tackle challenges in data security, drug discovery, financial risk, and more. From quantum-ready encryption to advanced algorithms, these innovators are advancing healthcare, materials science, and power grid monitoring while driving growth through key collaborations and investments.
10 Top Quantum AI Startups
- Incrypteon – Quantum & AI ready Encryption
- QpiAI – Vertically Integrated AI and Quantum Computing
- Scenario X – Financial Risk Management
- Quantum Generative Materials (GenMat) – High-quality AI Training Datasets
- Ergo Quantum – Quantum Computing Software
- Quantum Intelligence – Early Stage Drug Development
- Altransinnov – Power Networks Continuous Monitoring
- ICeNd – Quantum Nanodevices
- Quanmatic – Quantum Computing Algorithmic Solutions
- SECQAI – Quantum Large Language Models
Discover 10 Quantum AI Startups to Watch in 2025
1. Incrypteon
- Founding Year: 2022
- Location: Nottingham, United Kingdom
- Use For: Implement Post-quantum and AI-secure Encryption
Incrypteon develops a quantum and AI-ready encryption software library to secure data against sophisticated threats, including quantum computing and AI adversaries. The system encrypts data at the application layer to protect against supply chain assaults, insider threats, and advanced adversaries.
It enables developers to include encryption into any application, on any device, via any protocol, and in any programming language with just three lines of code. In addition, the platform’s solution delivers perfect secrecy and adapts to diverse use cases with minimal implementation effort.
The startup also enables organizations to future-proof their data security with its scalable cryptographic solutions, which are curated for the next generation of threats.
2. QpiAI
- Founding Year: 2019
- Location: Bangalore, India
- Use For: Solve Complex Problems Using AI and Quantum Computing
QpiAI creates vertically integrated AI and quantum computing solutions to tackle challenging business and scientific problems across industries. Its products, such as QpiAI-Pro, QpiAI-Opt, and QpiAI-Quantum, enable businesses to develop and deploy AI models, optimize operations, and leverage quantum computing capabilities for enhanced decision-making and efficiency.
The platform optimizes processes, speeds up calculations, and improves decision-making in industries including manufacturing, logistics, finance, medical sciences, and materials by combining AI-driven intelligence modeling with quantum computing.
It offers hybrid quantum-classical systems that integrate into current high-performance computing environments and the QpiAI Gen-1 Quantum Computer, which is scalable up to 300 qubits. In addition, the platform offers features like predictive analytics, application-specific optimizations, and on-demand quantum resources through a secure cloud architecture.
QpiAI also secured USD 6.5 million in pre-series A funding led by Yournest and SIDBI Venture Capital Limited (SVCL), with participation from WFC, Quick Heal Security, Sahasra Capital, and others.
3. Scenario X
- Founding Year: 2022
- Location: Geneva, Switzerland
- Use For: Perform Precise Stress Tests
Scenario X develops a financial risk management platform that integrates advanced scenario-based modeling with real-time data processing to optimize decision-making for financial institutions. The platform’s V.I.S.I.O.N. system offers dynamic capabilities for regulatory compliance and economic effect analysis.
It also performs stress testing across interconnected modules through the synthesis of various data sources. Further, its platform improves productivity and clarity with features including interactive dashboards, cloud-based real-time data management, and automated workflows.
4. Quantum Generative Materials (GenMat)
- Founding Year: 2021
- Location: Austin, Texas, USA
- Use For: Enhance Materials Engineering Workflows
Quantum Generative Materials (GenMat) develops high-quality AI training datasets and computational tools tailored for materials engineering and advanced manufacturing. The startup utilizes post-processing technologies, machine learning, and quantum computing to forecast atomic behaviors and optimize material combinations according to user-specified specifications.
Its solutions, such as molecular fingerprint implementations like the smooth overlap of atomic positions (SOAPs) and deep learning models, allow for correct simulations for the design of semiconductors, photocatalysts, and solar cells. Additionally, GenMat’s platform provides customers with useful insights to improve and expedite material production with high accuracy and faster speed.
5. Ergo Quantum
- Founding Year: 2021
- Location: Vancouver, Canada
- Use For: Quantum Simulation
Canadian startup Ergo Quantum creates quantum computing software to solve complex mathematical issues in fields including materials science, economics, and pharmaceuticals. Its platform improves modeling, simulation, and machine learning processes by combining classical computing with quantum and hybrid algorithms.
Further, the platform features explainable AI (XAI) for large-scale data analysis, quantum-powered optimization, and patented quantum chemistry engines that tackle difficulties in materials innovation and medicine development.
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6. Quantum Intelligence
- Founding Year: 2020
- Location: Seoul, South Korea
- Use For: Identification and Optimization of Novel Drug Candidates
Quantum Intelligence develops AI-driven solutions for early-stage drug development, utilizing its platform QUEST. The platform streamlines lead identification and candidate optimization. It compares quantum structures and attributes to determine the most druggable compounds. The platform also analyzes the conformational space of millions of molecules using quantum mechanics, deep learning, and neural network models.
Its features include chemical structure alignment tools that forecast a variety of pharmacological attributes, including ADME/Tox, cardiotoxicity, and CYP induction, and Quantum Dock, which computes binding affinities with nanomolar accuracy. Additionally, QUEST‘s extensive library of unnatural amino acids and capacity to forecast permeability and solubility improve the creation of peptide drugs.
7. Altransinnov
- Founding Year: 2020
- Location: Grenoble, France
- Use For: Predictive Monitoring of Power Grids
Altransinnov utilizes sensing and signal processing technology to create continuous monitoring solutions for pipelines and power networks that improve system safety and dependability. The startup’s electromagnetic and auditory sensing units detect transient phenomena including faults, pre-fault indicators, and load signals, combined with creative antenna designs and AI-driven configuration modules.
It ensures accurate pattern identification by quantum-inspired waveform classification and exact location without GPS by its Translocator and RODECIN technologies. In addition, Altransinnov gives infrastructure operators and utilities the ability to minimize risks, maximize performance, and ensure uninterrupted operation across vital networks.
8. ICeNd
- Founding Year: 2021
- Location: Eindhoven, Netherlands
- Use For: Quantum Physics and Nanotechnology Advancements
ICeNd develops quantum nanodevices under its Universal Nano Devices (UNanoD) platform. It advances applications across industries through advancements in quantum physics and nanotechnology.
These devices enhance opportunities for motion-based technology by improving the accuracy, effectiveness, and scalability of nanoscale systems through the use of quantum mechanical concepts. Moreover, ICeNd enables academics and businesses to advance motion-based applications, opening new opportunities in quantum sensing and materials innovation.
9. Quanmatic
- Founding Year: 2022
- Location: Yamanashi, Japan
- Use For: Advanced Algorithmic Solutions
Quanmatic develops quantum computing algorithmic solutions to optimize complex business problems involving large-scale data and combinatorial constraints. Its products include QANML for general-purpose quantum-enhanced computations, QUATTER for data partitioning in optimization tasks, and QLEANSER for data analysis and rectification.
Additionally, QANML enables the integration of quantum technology into current systems by lowering variable complexity, accelerating convergence, and overcoming hardware limitations.
Further, Quanmatic teamed up with ROHM Semiconductor to optimize manufacturing processes with quantum technology, marking the first demonstration in a large-scale semiconductor plant.
10. SECQAI
- Founding Year: 2021
- Location: London, United Kingdom
- Use For: Natural Language Processing Applications
SECQAI develops quantum large language models (QLLMs) to leverage quantum computation for enhanced language processing and advanced machine learning capabilities. Its patented quantum algorithms conduct large-scale tests to maximize LLM performance which produces precise and expedited results in data-heavy tasks.
SECQAI’s quantum machine learning (QML) advancements assist advances in computational fluid dynamics and healthcare. Moreover, its integration of quantum kernel approaches delivers classification enhancements for sectors including financial services.
Discover All Emerging Quantum AI Startups
The 140+ quantum AI startups showcased in this report are only a small sample of all startups we identified through our data-driven startup scouting approach. Download our free Industry Innovation Reports for a broad overview of the industry or get in touch for quick & exhaustive research on the latest technologies & emerging solutions that will impact your company in 2025! We’re looking to collaborate with knowledgeable insiders to enhance our analysis of startups and tech trends. Join us!
