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EDF, Alice & Bob, Quandela and CNRS Partner to Optimize Quantum Computing’s Energy Efficiency

The French electric utility company EDF, along with quantum computing companies Quandela and Alice & Bob, and the French National Centre for Scientific Research (CNRS), have signed an agreement to collaborate on an innovative project to optimize energy consumption in quantum computing. The project, named “Energetic Optimisation of Quantum Circuits” (OECQ), will, in the first…

PARIS, France, July 10th, 2024 – The French electric utility company EDF, along with quantum computing companies Quandela and Alice & Bob, and the French National Centre for Scientific Research (CNRS), have signed an agreement to collaborate on an innovative project to optimize energy consumption in quantum computing.

The project, named “Energetic Optimisation of Quantum Circuits” (OECQ), will, in the first phase, compare the energy requirements of high-performance computing (HPC) systems with those of quantum computers. This analysis will be based on relevant industry use cases and the advanced computations they require. This part of the project will provide the first measurement of energy consumption for the full stack of a quantum computer.

In the second phase, the project will focus on optimizing the energy consumption of quantum computers, addressing not only the energy required by the quantum processing unit (QPU) per se but also that of the auxiliary technologies powering the QPU, which are expected to make up a relevant share of the total quantum system consumption. 

The OECQ project gathers a cross-disciplinary team, pooling together fundamental research and industry R&D:

  • EDF, a major player in energy transition[1], offers industry use cases, as well as classical and quantum computing expertise. EDF will identify the relevant use cases that demand intensive computing power and therefore potentially high energy consumption.
    Drawing on its experience in algorithm development, EDF decided to establish a team of quantum computing researchers in 2017 to test the computational and energy performance of these future machines. This aligns with EDF’s Responsible Digital Group [2] approach adopted since 2021.
  • Alice & Bob specializes in quantum processing unit and algorithm development. They will test the energy needs of their innovative superconducting qubit architecture, the cat qubit.
  • Quandela is a leader in photonic quantum computing providing industry-grade hardware and software solutions. Their platform is based on semiconductor qubit devices and integrated photonics.

    Alice & Bob and Quandela will estimate the energy consumption that a quantum algorithm would require for the selected use cases if solved using their current quantum systems. They will then leverage the insights gained, to build and test new, more energy-efficient quantum processor prototypes.
  • The CNRS Quantum Energy Team |QET> has provided the first methodology to tackle energy costs of the full stack of a quantum computer and plays a leading role in the development of a standard of energy efficiency at the IEEE.

Throughout the whole project, CNRS will ensure methodological excellence and compute the theoretical bounds for energy consumption.

The project, with a total cost of €6.1M, is supported up to €4.5M by a France 2030 grant operated on behalf of the French state by Bpifrance, France’s public investment bank.

One of the primary objectives of the OECQ project is to seize the opportunity to develop quantum computing technology in an energy-efficient manner from the outset,” said Théau Peronnin, CEO of Alice & Bob. “As quantum computing is still in its nascent stages, this project will dimension the future energy infrastructures that will support mature quantum technology. Additionally, since energy consumption is a key cost driver in quantum tech, making these processes more efficient offers a significant competitive advantage.

EDF is committed to the promotion of a responsible and low-carbon digital transformation. Since 2018, EDF has been involved in evaluating the benefits of quantum for our businesses. This technology brings key advantages both in terms of computational speed and energy optimization,” said Joseph Mikael, Head of Quantum Computation.

As co-founders of the Quantum Energy Initiative, our CNRS team is extremely excited by OECQ project, which is the first large project devoted to the exploration of a quantum energetic advantage in real quantum computers. It will consolidate the lead of France in quantum energetics and bring into existence a new way of practicing responsible innovation, which takes into account the fact that energetic resources are finite,” said Alexia Auffèves, CNRS Senior Scientist.

We recognize that energy efficiency is paramount in the development of quantum computing technology,” said Niccolo Somaschi, CEO of Quandela. “As we push the boundaries of what is possible, it’s crucial that we do so in a sustainable manner.

EDF Contact:
Joseph MIKAEL
joseph.mikael@edf.fr

Alice & Bob Contact:
HKA MarCom
Luke KEDING
luke@hkamarcom.com

Quandela Contact:
Marine-Xech Gaspa
marine.xech-gaspa@quandela.com

About EDF

The EDF Group is a key player in the energy transition, as an integrated energy operator engaged in all aspects of the energy business: power generation, distribution, trading, energy sales and energy services. The Group is a world leader in low-carbon energy, with a low carbon output of 434TWh, a diverse generation mix based mainly on nuclear and renewable energy (including hydropower). It is also investing in new technologies to support the energy transition. EDF’s raison d’être is to build a net zero energy future with electricity and innovative solutions and services, to help save the planet and drive well-being and economic development. The Group supplies energy and services to approximately 40.9 million customers and generated consolidated sales of €139.7 billion in 2023. Customers are counted per delivery site. A customer may have two delivery points. 

About Alice & Bob

Alice & Bob is a quantum computing company based in Paris and Boston whose goal is to create the first universal, fault-tolerant quantum computer. Founded in 2020, Alice & Bob has already raised €30 million in funding, hired over 95 employees and demonstrated experimental results surpassing those of technology giants such as Google or IBM. Alice & Bob specializes in cat qubits, a pioneering technology developed by the company’s founders and later adopted by Amazon. Demonstrating the power of its cat architecture, Alice & Bob recently showed that it could reduce the hardware requirements for building a useful large-scale quantum computer by up to 200 times compared with competing approaches. Alice & Bob cat qubit is available for anyone to test through cloud access. Follow Alice & Bob on LinkedInX or YouTube, visit their website www.alice-bob.com, or join The Cat Tree on Slack to learn more.

About Quandela

Quandela, entreprise leader dans le domaine du calcul quantique, propose des solutions de niveau industriel. Quandela conçoit, construit et fournit des systèmes quantiques prêts à l’emploi pour les datacenters, des processeurs quantiques accessibles via le cloud, et des services d’accès aux algorithmes.
Fondée en 2017 par la professeure Pascale Senellart, directrice de recherche au Centre de nanosciences et nanotechnologies (C2N) du CNRS, Niccolo Somaschi et Valérian Giesz, experts de renommée internationale en physique quantique, Quandela emploie plus de 100 collaborateurs de 20 nationalités différentes, en majorité des chercheurs et des ingénieurs en optique, algorithmes et sciences de l’information.
Quandela s’engage à rendre l’informatique quantique accessible à tous pour relever les défis industriels et sociétaux les plus complexes.
Pour en savoir plus : www.quandela.com

GB
Quandela, a leader in quantum computing, specializes in industry-grade quantum computing solutions. Quandela designs, builds, and supplies datacenter-ready quantum computing systems, cloud-accessible quantum processors, and algorithm with industrial value.
Founded in 2017 by Professor Pascale Senellart, Research Director at the Centre for Nanosciences and Nanotechnologies (C2N) at CNRS, Niccolo Somaschi and Valerian Giesz, internationally renowned experts in quantum physics, Quandela currently has over 100 employees from 20 different nationalities, mostly researchers and engineers in optical, algorithm and data science.
Quandela is committed to making advanced quantum computing accessible and beneficial for all, empowering innovators to solve the most complex industrial and societal challenges.

About CNRS
 A major player in basic research worldwide, the National Centre for Scientific Research (CNRS) is the only French organisation active in all scientific fields. Its unique position as a multi-specialist enables it to bring together all of the scientific disciplines in order to shed light on and understand the challenges of today’s world, in connection with public and socio-economic stakeholders. Together, the different sciences contribute to sustainable progress that benefits society as a whole. (www.cnrs.fr)


[1] https://www.edf.fr/groupe-edf/agir-en-entreprise-responsable/responsabilite-societale-dentreprise/transition-juste

[2] https://www.edf.fr/groupe-edf/agir-en-entreprise-responsable/numerique-oui-mais-responsable

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Quandela Validates Low-Latency Photonic QPU Integration with NVIDIA Accelerated Computing​

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Hamburg, Germany – June 23, 2026 – Quandela today announced that it has experimentally validated a low-latency integration path between photonic quantum processors and NVIDIA ​AI​​ infrastructure, marking an important milestone toward bringing quantum processing units directly into high-performance computing environments. Results presented at ISC 2026 demonstrate a path toward accelerator-style integration of photonic quantum processors in GPU-driven HPC environments.

The results show how a Quandela photonic QPU can be integrated with an NVIDIA GPU host and an FPGA-based Quantum System Controller through ​​NVIDIA NVQLink. More than a simple interconnect, NVQLink provides a hardware-and-software architecture for low-latency, real-time communication between GPU supercomputing infrastructure ​and quantum system controllers. The validation supports a new execution model for hybrid quantum-classical computing: moving beyond remote quantum access toward collocated quantum acceleration inside HPC infrastructure.

Today, most quantum processors are accessed through cloud APIs, job queues and orchestration layers. This approach remains valuable for experimentation and batch execution, but its asynchronous nature introduces latency that limits workflows requiring real-time responses inside AI or HPC pipelines.

Quandela’s results address this bottleneck. By measuring low-latency communication between GPU infrastructure and the FPGA-based Quantum System Controller, the company has validated a practical route for photonic QPUs to participate more directly in GPU-driven workloads.

“This is not just a demonstration of connectivity,” said Jean Senellart, Chief Technology & Product Officer at Quandela. “This validation confirms a technical path toward integrating photonic QPUs into the HPC accelerator stack. For the HPC community, the important shift is that quantum processors can start to be treated less like remote experimental instruments and more like accelerators deployed alongside GPUs.”

The validation is based on a collocated architecture combining NVIDIA accelerated computing and networking ​with an FPGA-based Quantum System Controller connected to a Quandela photonic QPU. In this model, existing HPC schedulers remain responsible for reservation, allocation and accounting, while the active GPU–QPU session is designed to avoid repeated traversal of the full cloud-style orchestration path.

The first target workloads are in photonic Quantum Machine Learning, including quantum reservoir computing, quantum feature maps and hybrid neural-network architectures. These workloads are particularly well suited to the architecture because many photonic circuits can remain configured during inference, while new data points require only lightweight updates before measurement.

This is where photonics offers a distinctive advantage. For selected QML workloads, the same optical configuration can be reused across many inference calls, while new data points require only lightweight updates before measurement. Combined with fast photonic sampling, this makes system-level latency – not only quantum execution time – a decisive factor in performance, which is why​ the low-latency interaction model enabled by NVQLink is​ crucial for successful operation​.

Quandela’s MerLin framework provides the software environment used to design, simulate, benchmark and validate these hybrid photonic QML workflows. The work also builds on Quandela’s MosaiQ photonic quantum computing platform, whose current systems are designed with FPGA-based control capabilities aligned with the Quantum System Controller model defined by NVIDIA​ ​NVQLink.

​For HPC centers, sovereign AI and quantum programs, advanced research organizations and industrial users, the validation points toward a future deployment model in which a customer-owned photonic QPU could be installed on-premise or in a dedicated data center environment and connected to NVIDIA accelerated computing infrastructure​.​

“​Tightly integrating quantum systems with accelerated computing is proving hugely impactful for quantum research,” said Sam Stanwyck, Director of Quantum Product at NVIDIA. “Quandela’s work with NVQLink shows how quantum-GPU supercomputing systems will fundamentally transform how we are able to think about computing applications when information can be passed seamlessly between different processors.”​

This announcement marks a technical validation milestone toward low-latency GPU–QPU integration, paving the way for future NVQLink-enabled MosaiQ deployments.

Beyond near-term hybrid AI and QML workloads, the same integration principles are relevant to future quantum computing architectures, where QPUs, FPGA-based control systems and GPU-accelerated infrastructure will need to operate in tightly coordinated environments. Low-latency GPU–QPU integration is therefore both a near-term enabler and a foundation for future hybrid quantum-classical computing systems.

Quandela will present these results at ISC High Performance 2026 in Hamburg on 23 June 2026.

About Quandela

Quandela is a global leader in quantum computing, designing, building, and delivering cutting-edge quantum solutions for research and industry. Its offerings include the most energy-efficient quantum computers for data centers, full-stack quantum computing solutions accessible via the cloud, and algorithm access services for academic and industrial customers. Following a pragmatic, step-by-step roadmap, Quandela has been deploying industrial-grade systems since 2023 while developing future generations of fault-tolerant quantum computers capable of scaling through the integration of thousands of photonic components. Quandela is committed to making quantum computing accessible to all in order to address the most complex industrial and societal challenges.

Learn more at: Quandela | Leading Photonic Quantum Computing Solutions

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Quandela and Qatar’s Mekdam Holding Group Partner to Accelerate the Deployment of Quantum Computing Across the Gulf Region

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Paris, June 18th, 2026 – Signed this Thursday during Vision Golfe – the Franco-Gulf economic forum organized by Business France under the high patronage of the French President, at the Ministry for the Economy, Finance and Industrial and Digital Sovereignty – this partnership marks Mekdam’s entry into quantum computing and strengthens Quandela’s presence in Qatar and strategic Middle Eastern markets.

Quandela, a European leader in photonic quantum computing, and Mekdam Holding Group (QSE: MKDM), a Qatari technology group listed on the Qatar Stock Exchange, signed a Memorandum of Understanding (MoU) this Thursday at the French Ministry for the Economy, Finance and Industrial and Digital Sovereignty, as part of Vision Golfe. The agreement aims to explore and deploy quantum computing solutions for Gulf markets, positioning both partners among the first organizations to introduce this technology to the region.

This partnership is fully aligned with Qatar National Vision 2030 and the major national strategies for digital sovereignty and artificial intelligence being implemented across Gulf countries.

From left to right: Bara’ Sami, General Group Manager of Mekdam Holding Group, and Xavier Pereira, Chief Growth Officer at Quandela, during the signing ceremony held this Thursday at the French Ministry of the Economy.

Complementary Expertise for a Strategic Market

Mekdam Holding Group, the first publicly listed technology group in Qatar, has demonstrated sustained growth, with revenues reaching QAR 681.1 million (approximately €161 million), an increase of more than 20% in 2025, and an order backlog of QAR 3.1 billion (€734 million). Active in artificial intelligence, cloud computing, cybersecurity, IoT, data infrastructure and smart systems, the Group has identified quantum computing as a strategic pillar of its development in emerging technologies.

Quandela brings world-class expertise in photonic quantum computing, fault-tolerant quantum computing (FTQC), and quantum machine learning (QML).

Together, the two partners intend to identify and develop high-value use cases for the region’s priority sectors: energy, government, critical infrastructure, healthcare, and education.

Toward a Regional Quantum Ecosystem

Beyond immediate applications, the partnership aims to build a sustainable ecosystem through cloud access to Quandela’s photonic quantum computers, local skills development, training and certification programs, and the creation of a Quandela–Mekdam Quantum Center of Excellence serving countries of the Gulf Cooperation Council (GCC).

This ambition aligns with various government-led initiatives across the region, including Qatar National Vision 2030, Saudi Vision 2030, and the UAE National Quantum Strategy.

“Based in Doha and a leading technology player in the Middle East, Mekdam enables us to accelerate our development in a dynamic, innovative, and strategically important region for the future of quantum computing. It is a strong asset in supporting Quandela’s global ambitions,” says Xavier Pereira, Chief Growth Officer at Quandela.

“This partnership marks Mekdam’s entry into quantum computing and reflects our ambition to become a leading player in the field across the region. Together with Quandela, we aim to deliver high-value use cases for the Gulf’s strategic sectors and build a strong local skills ecosystem, fully aligned with Qatar National Vision 2030,” says Bara’ Sami, General Group Manager of Mekdam Holding Group.

About Quandela 

Quandela is a global leader in quantum computing, designing, building, and delivering cutting-edge quantum solutions for research and industry. Its offerings include the most energy-efficient quantum computers for data centers, full-stack quantum computing solutions accessible via the cloud, and algorithm access services for academic and industrial customers. Following a pragmatic, step-by-step roadmap, Quandela has been deploying industrial-grade systems since 2023 while developing future generations of fault-tolerant quantum computers capable of scaling through the integration of thousands of photonic components. Quandela is committed to making quantum computing accessible to all in order to address the most complex industrial and societal challenges.
Learn more at www.quandela.com

About Mekdam Holding Group (Q.P.S.C.)

Mekdam Holding Group Q.P.S.C. (QSE: MKDM) is a publicly listed Qatari technology and services group headquartered in Doha, and a pioneer among Qatari technology companies listed on the Qatar Stock Exchange. Founded in 2018, Mekdam has grown into one of Qatar’s leading technology groups, delivering 21.9% year-on-year revenue growth in FY2025, with contracts under execution valued at QAR 3.1 billion.

Through its specialized subsidiaries — Mekdam Technology, Mekdam Software Services, Mekdam Technology Solutions, Mekdam Technical Services, and Mekdam CAMS — the Group delivers across artificial intelligence (AI), cloud, cybersecurity, IoT, ICT, data-center, smart infrastructure, and security systems. Mekdam serves clients across government, energy, ICT and critical infrastructure, healthcare, and education, supporting large-scale digital transformation. The Group is now extending its capability beyond Qatar, scaling its technology and emerging-technology businesses across the wider Gulf.

Aligned with Qatar National Vision 2030, Mekdam has identified quantum computing as a strategic capability pillar — already part of its emerging-technology portfolio. This partnership with Quandela advances that commitment from foundational capability to active execution, positioning Mekdam among the region’s first movers in bringing quantum technology to market.

Headquarters: Doha, Qatar
Founded: 2018
Stock Exchange: Qatar Stock Exchange (QSE: MKDM)
Core Activities: Artificial Intelligence (AI), Cloud, Cybersecurity, IoT, ICT, Data-Center, Smart Infrastructure, and Security Systems.

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DARPA Selects Quandela for Stage A of the Quantum Benchmarking Initiative

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Quandela’s spin-photon quantum computing architecture advances into DARPA program evaluating utility-scale, fault-tolerant quantum systems

WASHINGTON, D.C., June 16, 2026 — Quandela today announced it has been selected by the U.S. Defense Advanced Research Projects Agency (DARPA) to participate in Stage A of the Quantum Benchmarking Initiative, a multi-stage program designed to assess whether any quantum computing architecture can achieve utility-scale operation by 2033.

Under Stage A, Quandela will present a detailed concept for a utility-scale, fault-tolerant quantum computer, along with technical evidence supporting its near-term feasibility. Within DARPA’s framework, utility-scale refers to systems whose computational value exceeds their cost.
The QBI program is intended to rigorously evaluate approaches to practical quantum computing and provide government with a clearer basis for assessing which technologies can realistically scale.

“Selection for Stage A of the QBI program reflects the progress and maturity of our approach,” said Yoni Elmalem, General Manager of Quandela Federal. “It highlights the growing relevance of photonic and spin-photon hybrid architectures in addressing the requirements for scalable, fault-tolerant quantum systems. Our focus is on translating validated scientific principles into engineering pathways that can support practical deployment.”

Quandela is developing a spin-photon quantum computing architecture that combines the natural connectivity and modularity advantages of photons with the high-speed logic operations and resource efficiency of semiconductor spin-based technologies. The company believes this approach can enable modular, high-performance quantum systems designed for scalability.

“QBI establishes a structured framework for evaluating quantum computing approaches against clear performance and scalability criteria,” said Niccolo Somaschi, CEO of Quandela. “This aligns closely with our engineering methodology, which emphasizes measurable progress, architectural clarity and system-level scalability from the outset.”

Companies that successfully complete Stage A may advance to subsequent QBI phases focused on research and development planning, risk reduction, and independent validation of system performance.

About Quandela

Quandela is a global quantum computing company that designs, builds and delivers quantum solutions for research and industry. Its offerings include energy-efficient quantum computers for data centers, full-stack quantum computing solutions accessible through the cloud, and quantum algorithm services for academic and industrial customers. Quandela’s mission is to make quantum computing accessible in order to address complex industrial and societal challenges.

For more information, visit: www.quandela.com

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