#superq

Fraunhofer ITWM and SuperQ Quantum Computing Form Historic European Partnership to Advance “Quantum Utility”

Calgary-based SuperQ Quantum Computing Inc. and the Fraunhofer Institute for Industrial Mathematics ITWM announced a transformative strategic partnership, changing the global quantum computing landscape. After signing a Memorandum of Understanding, SuperQ joins the European quantum ecosystem and positions itself to become a global leader.

The cooperation focuses on collective technical assessment and research in quantum and hybrid optimization. In conjunction with Fraunhofer ITWM, a section of Europe's most prestigious applied research institution, SuperQ aims to de-risk its commercial roadmap and establish new markets for European industrial “Mittelstand” and Fortune 500 organizations worldwide.

Designing for Hybrid Future

SuperQ's hybrid quantum computing focus distinguishes it from pure-play hardware businesses and is important to the cooperation. This collaboration will examine integrating classical HPC, quantum annealing, and gate-based quantum computing into a single, fluid process.

SuperQ's flagship Super platform will undergo a systematic, objective technical review by Fraunhofer ITWM under the MoU. This assessment will evaluate the platform's scalability, performance, and integration with Fraunhofer's HPC infrastructure for industry-scale simulation and algorithm acceleration. Dr. Muhammad Khan, SuperQ's CEO and board chair, remarked, “This is not just a geographic expansion; it is a validation of our ‘One-Click’ philosophy by the most respected names in industrial mathematics.” Dr. Khan said the relationship allows the organization to rigorously translate complicated mathematical challenges into “executive-ready ROI” and move past the “quantum lab” phase.

Bringing Research and Industry Together

Praxis-focused, the alliance targets applications where quantum-classical processes can deliver immediate benefits. Among them:

Logistics and supply chain management optimize complex routing and distribution networks. Energy system management includes grid stability and resource finding.

Enhancing finance and manufacturing modeling, simulation, and predictive analytics.

Defence and Healthcare: AI Autopilots for critical security and health challenges.

Dr. Pascal Halffmann, Quantum Computing Research Coordinator, says Fraunhofer ITWM applies cutting-edge innovation to industry. The partners want to develop next-generation computing for industrial applications using SuperQ's orchestration tools and Fraunhofer's quantum algorithms.

Fraunhofer Network Power

The Fraunhofer Institute for Industrial Mathematics (ITWM) in Kaiserslautern, Germany, is one of the largest industrial mathematics research centers. It serves several financial, chemical, and automotive businesses.

The Fraunhofer-Gesellschaft has a €3.6 billion budget, €3.1 billion of which is contract research. This paradigm keeps research focused on market needs and commercial-public interaction. The organization strengthens the European innovation ecosystem and Germany's industrial base with 75 institutions and 32,000 employees.

SuperQ's vast network may include the Fraunhofer Competence Network Quantum Computing and the “Simulation- and software-based innovation” high-performance center. The partners also want to participate in publicly funded research programs to fund R&D without diluting it.

A Global Dominance Vision

SuperQ is based in Canada but has been establishing “Super Hubs” in Asia, the Middle East, and the US. Executives and customers will find better computational capability easy to use with the company's Super platform and ChatQLM tool, lowering financial and technological barriers to quantum adoption.

With this historic collaboration, SuperQ is building a footprint in Europe and positioning its software to become the “operating system” for industrial-scale simulation as quantum technology advances. The next phase of global business transformation and a competitive moat to drive corporate adoption are the goals of this strategic integration.

At Qubits 2026, SuperQ Quantum bridges quantum utility with post-quantum defense to redefine digital trust.

SuperQ Quantum Computing News

SuperQ Quantum Computing Inc. leads the transition from experimental quantum physics to enterprise solutions. At the Qubits 2026 conference in Boca Raton, Florida, the company showcased its two-pronged approach: cutting-edge protection against the “quantum threat” and instant commercial use of quantum power. This integrated strategy offers global enterprises direct ROI and sovereign protection.

Optimization and Security Converge

Brian Beveridge, Director of Post-Quantum Cybersecurity and Partnerships for SuperQ, discussed autonomous quantum optimization in mission-critical operations with industry executives at the flagship D-Wave event. Beveridge underlined that although organizations pursue near-term quantum advantage in logistics, finance, and manufacturing, their information systems must adapt to counter impending weaknesses.

The Super platform uses patented AI Autopilots to enable “one-click productization” with enormous computing capability. This platform and D-Wave's quantum annealing technology are driving commercial deployment and helping businesses solve complex problems.

Face the “Harvest Now, Decrypt Later” Threat

SuperQ stressed the urgency of Post-Quantum Cybersecurity. Conference experts warned against the “Harvest Now, Decrypt Later” (HNDL) strategy, in which nation-states and cybercriminal syndicates intercept encrypted data now to decrypt it when quantum computers reach sufficient power, known as “Q-Day”.

Beveridge warned of the cryptographic infrastructure's serious threats. Data being collected for decryption includes:

Protocols and bitcoin private keys.

Traditional finance systems and health records.

Government communications and enterprise data

SuperPQC: A Defense-in-Depth Strategy

SuperQ highlighted its SuperPQC module, an end-to-end security suite that diagnoses and defends Web2 and Web3 systems, to address these concerns. The module has several crucial features:

Cryptographic Vulnerability Analysis: Finding obsolete network encryption.

Quantum-resistant email, VPNs, and digital signatures.

Network-Level Protection: NIST-approved data transit protection.

01 Quantum's IronCap technology strengthens this security technique. SuperQ's autonomous quantum optimization stack and PQC create secure-by-design pipelines that meet legal and data sovereignty requirements.

Quantum democratization: enterprises to consumers

The Super platform targets top research institutes and government agencies, but SuperQ's ChatQLM app targets broad usage. Known as the “ChatGPT of quantum,” ChatQLM aims to give clients quantum-enhanced decision-making to help with daily tasks.

Moreover, the company is expanding globally through “Super Hubs” strategic experience hubs in North America, Europe, the Middle East, and Asia. These centers act as a “software and accessibility layer,” easing technical and financial barriers to quantum commercialization for mid-sized enterprises.

Financial Growth and Corporate Stability

SuperQ just extended its warrants, showing confidence in its future. The corporation extended 3,903,796 common share purchase warrant expiration dates to 17 May 2026. The warrants were issued for private placements in 2023–2024.

This extension gives the company financial flexibility as it expands abroad. This update requires no action from warrant holders.

Mandate 2026: Quantum Readiness Year

The integrated SuperQ strategy matches changing worldwide regulations. Digital trust is changing rapidly owing to many factors:

Budget Increases: The Pentagon just allocated $15.1 billion for cyber, largely for quantum issues.

The EU has set 2026 deadlines for high-risk industries to switch to PQC.

Businesses are adopting quantum computing to address complex optimization difficulties.

SuperQ Quantum Computing's prestigious 2026 roadshow ushers in “Quantum Utility” SuperQ Quantum Computing Inc. announced an early 2026 dual-event tour. Dr. Muhammad Ali Khan, CEO and Board Chair, aims to meet with top quantum researchers and investors to demonstrate its technological and commercial advantages. As the corporation moves quantum technology from “experimental lab” to “field-ready applications,” this is a turning point.

Strategic Integration by SuperQ and Aegis Changes Energy Management

SuperQ Quantum Computing Inc. and Aegis Critical Energy Defence Corp. signed an MOU, changing industrial energy management. This strategic partnership outlines a way for merging quantum optimization technology with high-performance energy infrastructure to strengthen digital and physical assets.

Moving to Strategic Implementation

This MOU marks a shift from private assessments to formal, active partnership for both Canadian companies. To establish a resilient energy management framework, Aegis and SuperQ will combine their cutting-edge energy storage technology and hybrid quantum-classical orchestration.

Energy-reliable businesses including defense, AI data centers, and key industrial infrastructure are the focus of this collaboration. By combining their expertise, the companies want to simplify modern energy systems, which are often hampered by unpredictable demand and nonlinear dynamics.

Technical Roadmap: Security and Optimization The MOU requires the two organizations to focus on certain key development and deployment areas:

Energy Orchestration: Using SuperQ's Super platform with ChatQLM to improve energy network safety and distribution. Sovereign Data Interfaces: Connecting SuperQ's optimization engine to Aegis' sovereign EMS/PMS orchestration layer safely and policy-controlled. Zero-trust cyber architecture with QRNG-based security layers will protect critical control domains.

Utility tailoring: designing effective solutions for huge industrial projects, government utilities, and remote villages.

Predictive modeling uses fast quantum modeling to improve decentralized energy system reliability and longevity.

Dr. Muhammad Khan, SuperQ's CEO and board chair, said the relationship will enter a “active phase” to provide “practical utility”. He said the alliance aims to solve complex energy problems mathematically.

CES 2026: Bridging the “Computational Gap”

CES 2026 in Las Vegas will be a turning moment in this relationship. Quantum-powered conversational AI ChatQLM will debut on SuperQ. ChatQLM blends optimization and natural-language communication to close the “computational gap” using the Quantum Leveraged Model (QLM) architecture.

ChatQLM uses high-performance supercomputing clusters, gate-based quantum computing, quantum annealing, and classical solvers. This quantum-enabled foundation will help Aegis create quantum-ready controllers and intelligent management systems across its portfolio.

At CES, Aegis Director of Innovation and Technology Dr. Ramtin Rasouli will conduct technical deep dives with SuperQ to demonstrate their technical synergy. These workshops will show how the SuperQ orchestration layer strengthens Aegis's decentralized energy initiatives, improving system performance and decision-making in practice.

Addressing Modern Infrastructure Limitations

Aegis Critical Energy Defence Corp. CEO Paul Dickson stressed the need of this collaboration given infrastructural constraints. He said current energy systems face unpredictable demand and tight safety margins.

Dickson said that SuperQ's hybrid quantum-classical optimization capabilities and multi-asset energy hardware and sovereign control platforms are creating a new class of energy management systems that can model, optimize, and respond almost in real time. Mission-critical system efficiency and resilience enhancements remain the priority.

About Partners

Quantum Computing SuperQ Inc.

SuperQ Quantum Computing Inc. aims to lower financial and technological barriers to quantum technology commercialization. To drive enterprise change and provide direct returns on supercomputing expenditures, the US, Canada, Middle East, and Asia-based corporation is constructing “Super Hubs”. Their Super platform offers cutting-edge computing to government agencies, research institutes, and CEOs.

AEDC Critical Energy Defence Corp.

Secure and resilient energy storage systems are Aegis Critical Energy Defence Corp.'s specialty. Strong connections with global technology leaders and Indigenous people enable Aegis to provide intelligent energy solutions for future mission-critical operations.

Conclusion

The Quantum "ChatGPT Moment": At CES 2026, SuperQ Unveils ChatQLM

As the global IT community gathers at the Las Vegas Convention Centre for the 2026 Consumer Electronics Show (CES), a significant shift in the computing environment has been announced. SuperQ Quantum Computing Inc. (CSE: QBTQ) formally introduced ChatQLM, a tool being heralded as the first consumer application powered by a combination of quantum and supercomputing. While previous years at CES have often focused on the distant potential of quantum physics, this announcement clearly marks a move towards commercial readiness and practical utility.

How to Close the "Computational Gap"

For many years, the tech industry has been controlled by Large Language Models (LLMs) like GPT-4 because of their exceptional skills in data summarisation, coding, and creative work. Dr Muhammad Ali Khan, CEO and board chair of SuperQ, highlighted a significant flaw during the unveiling: these models often lack "numerical integrity." Generative AI has taught the world how to speak, but it hasn't yet taught it how to solve complex mathematical issues, according to Dr. Khan.

Traditional AI models are known to "hallucinate" when confronted with complex optimisation problems, such as the "Travelling Salesperson Problem" in logistics or complex portfolio rebalancing in the financial industry. ChatQLM attempts to bridge this "computational gap" by integrating a proprietary Quantum Leveraged Model (QLM). This architecture, which is a "ChatGPT superset," allows the program to maintain the ease of a conversational interface while grounding its outputs in raw numerical power.

Intelligent Hybrid Systems: The "Secret Sauce"

The hybrid intelligence architecture serves as the technical basis for ChatQLM. This system's AI Autopilot uses plain language to read user requests. One example of a user request is "Optimise my delivery fleet's route for 50 stops with minimum fuel consumption and real-time traffic."

Instead than speculating based on text, the Autopilot selects the optimal engine to satisfy the specific mathematical requirements of the task. The task is then sent to one of the specialised computing resources listed below:

Particularly useful for complex scheduling and optimisation tasks are quantum anneals.

Gate-Based Quantum Processors: Gate-based quantum processors are utilised for high-level simulations such as molecular or chemical modelling.

Supercomputing clusters driven by NVIDIA:

NVIDIA-powered supercomputing clusters are used to process classical data quickly.

Standard LLMs: These are used to steer the discussion and generate final reports that are readable by the user.

This approach is predicated on the concept of "Invisible Complexity," wherein the platform oversees the development of hybrid code and hardware deployment. This ensures that professionals, such as logistics managers or financial analysts, can acquire practical outcomes, such as data-driven visualisations and interactive maps, without needing a PhD degree in quantum physics.

Making the Quantum Advantage More Accessible

With the launch of ChatQLM on the web, in the Google Play Store, and in the Apple App Store, SuperQ has taken a big stride into the B2C (Business-to-Consumer) space. Historically, quantum computing has only been feasible at national laboratories and substantial corporate research budgets. By making these resources accessible via a smartphone, SuperQ hopes to transform the device from a basic communication tool into a superior decision-making tool.

To attract a wide audience, the company has adopted a "Freemium" membership strategy:

Explorer Tier: A free version with basic quantum-assisted instructions for students and tech enthusiasts to test.

Pro & Business Tiers: There are subscription-based options known as Pro & Business Tiers for experts in supply chain, finance, manufacturing, and management consulting who require more comprehensive access to quantum gear.

According to SuperQ COO Krishna Ganesh, the program is intended for the "99% of potential users" who were previously excluded from the quantum revolution. Ganesh claims that ChatQLM is designed to fill the gap that traditional AI can anticipate but not optimise, which results in financial losses for many businesses today.

The Super Platform and Global Infrastructure

ChatQLM is powered by SuperQ's bigger Super platform, which provides the infrastructure needed for these complex computations. In 2025, the company expanded its network of "Quantum Super Hubs" across North America, the Middle East (especially the United Arab Emirates), and Asia. When a user selects "Solve," these hubs ensure that the request is processed quickly and effectively by a localised network of hybrid resources.

The timing of the announcement is particularly deliberate, as "AI Everywhere" is a key theme at CES 2026. While other tech companies are producing new chips with enhanced Neural Processing Units (NPUs) for on-device AI, SuperQ is using the cloud to provide the same mobile devices with actual quantum-classical hybrid power.

The outlook for the market and the future

Analysts and investors are keeping a close eye on the debut, particularly as SuperQ's stock (CSE: QBTQ) has seen increased activity in the lead-up. At the company's press conference on January 7, 2026, Dr. Khan will also present a highlighted session called "ChatQLM: Quantum and Supercomputing in The Palm of Your Hand."

SuperQ positions itself as a collaborator for global firms seeking to immediately profit from quantum computing, which was previously believed to be unachievable. The firm plans to lead the next stage of enterprise transformation in the domains of finance, healthcare, and defence by providing a platform that can "one-click deploy" complex issues into executive-ready results.

Quantum Leap: SuperQ Quantum partners to accelerate commercialisation in $100 billion market.

SuperQ

SuperQ Quantum Computing Inc. has secured a strategic deal to accelerate the commercialisation of cutting-edge technology, putting it in a strong position in the fast-growing high-tech industry. SuperQ, also known as SuperQ Quantum, works on quantum computing, which market watchers estimate offers a $100 billion opportunity.

This potential scale emphasises the strategic importance of recent industry efforts like SuperQ Quantum Computing Inc.

Businesses who can bridge the gap between research and commercial application would benefit greatly from quantum computing's huge market potential. SuperQ Quantum is aggressively commercialising these projects through collaborations.

SuperQ and Alberta Innovation Network Sign Strategic Agreement

Alberta Innovation Network (AIN) and SuperQ Quantum inked a major deal. This relationship is important to SuperQ Quantum's future strategy. This MOU formalises this partnership.

This MOU between SuperQ Quantum and the Alberta Innovation Network aims to accelerate quantum technology commercialisation. These technologies are Alberta-developed. By speeding up high-potential, cutting-edge research, the alliance hopes to turn it into commercial solutions. To advance this complex technology, the alliance leverages SuperQ Quantum and the Alberta Innovation Network.

Building a Strong Quantum Computing Innovation Network

The parties' united vision requires solid sector infrastructure. SuperQ aspires to lead a quantum computing innovation network. The Alberta Innovation Network agreement is meant to help achieve this goal.

Quantum technology commercialisation in Alberta requires this robust innovation network. To capitalise on the quantum computing industry's $100 billion market potential, this powerful network structure is needed. SuperQ Quantum is positioning itself in this extremely competitive, fast developing market by focussing on infrastructure and market preparedness.

Market SuperQ Quantum Computing Inc. Investors in quantum computing follow SuperQ Quantum Computing Inc. The company ticker is QBTQF. QBTQ-CN is the stock's Canadian exchange symbol.

Market watchers have called SuperQ Quantum Computing Inc. a “stock in play” due to its activity. The company's recent strategic focus on commercialization and MOU with the Alberta Innovation Network boost its vitality, as shown by this classification. The company's long-term strategic aspirations in quantum computing are shown by its commitment to this relationship.

The partnership shows SuperQ Quantum's commitment to partnering with provincial innovation hubs to commercialize Alberta's complex quantum technology.

SuperQ Quantum Signs Historic Commercial Contract with Science & Humans to Implement Hybrid AI Clinician Systems

SuperQ Quantum Computing Inc. has struck a commercial partnership with Science & Humans (S&H), a fast-growing Canadian hormonal health provider, marking a milestone in quantum-enhanced application commercialisation. This partnership represents the wide adoption of quantum-AI clinical systems, which transfer AI and quantum computing from the lab to healthcare.

SuperQ must design and provide quantum-optimized AI clinical technologies under the contract. In delicate care settings, this project seeks precision, quickness, and dependability. These solutions will incorporate S&H's hormonal-health service workflows and be designed and provided by SuperQ's professional services and proprietary Super platform.

Addressing Self-Sustained System Needs

Science & Humans, an Ontario hormonal healthcare facility, is the partnership partner. Menopause, thyroid issues, and sexual health are among their specialities. S&H is known for its rapid expansion and user growth. The company ranked 32 on Deloitte Canada's 2025 Technology Fast 50 list after growing 970% in three years.

This demand rise requires advanced autonomous systems like AI for diagnosis and treatment to maintain operational efficiency. Life sciences use cases are delicate, therefore precision, speed, and dependability are essential. Science & Humans' clinical and scientific domain expertise will lead these clinical AI systems' development.

The Super Platform: Quantum Architecture and Business SuperQ's deployment strategy centres on the Super platform, a flexible hybrid quantum-classical architecture. The platform acts as a quantum-classical gateway to coordinate high-performance classical computation, AI pipelines, and quantum computing.

The Super platform is crucial for interoperability with various quantum hardware, such as annealing, gate-based, and hybrid classical/quantum systems. This “gateway” technology lets enterprises and healthcare institutions use GPU-based AI pipelines and future quantum architectures without being limited to a quantum hardware environment. This model supports SuperQ's strategy to connecting complex quantum-AI infrastructure to commercial reality.

Key results of a phased roadmap

SuperQ will develop quantum-AI systems to improve healthcare processes that require precision, interpretability, and dependability. The first roadmap describes staggered deployment:

Patient triage and diagnosis: The initial phase will focus on patient triage and diagnostic decision-support to manage patient intake.

Treatment optimisation involves simplifying prescriptions and optimising treatment strategies.

Autonomous patient monitoring, chronic illness management, and healthcare logistics will be deployed.

In complex clinical situations, the systems provide reliable and understandable decision-support. Quantum Brilliance Australia Opens Quantum Diamond Foundry

Strategy and Hybrid Reality Implications

The statement states that quantum-AI applications are advancing from research to commercial deployment, especially in sensitive healthcare areas. This supports the growing use of quantum optimisation to increase the speed, accuracy, and performance of complex AI models in high-stakes fields like healthcare and life sciences.

This strategic cooperation occurs as classical and quantum computers evolve rapidly. At NVIDIA GTC DC, NVIDIA announced its NVQLink interconnect, which will alter how conventional and quantum computing infrastructure interact. This hardware modification immediately boosts SuperQ's Super platform, a software-level link between classical and quantum computing, strategic significance.

The NVIDIA GTC event “Quantum, AI and High-performance Computing: intersection Opportunities,” organised by Dr. Khan, detailed this intersection. The industry has a hybrid classical-quantum reality, according to all players. NVIDIA's statements support SuperQ's hybrid computing commercialisation ambition.

Deployment Status and Outlook

MVP has been reached by the cooperation. S&H and SuperQ aim to complete production deployment in the coming months.

However, quantum optimisation in healthcare procedures remains problematic. These include following healthcare standards, validating systems, explaining AI-driven conclusions, and ensuring practical reliability. SuperQ must prove that quantum-enhanced systems can measure clinical outcomes including accuracy, speed, cost-efficiency, and patient outcomes to scale economically. Interoperability between hardware and business platforms is a new quantum-AI architectural issue.

The agreement might become a quantum-AI healthcare flagship if this deployment succeeds. Such success would help quantum technologies move from experimental to enterprise-grade senses. Besides hormonal health, personalised medicine, diagnostics, oncology, and patient monitoring may benefit from broader partnerships. This placement establishes SuperQ as possibly the first company to blend quantum-AI architecture with for-profit medical solutions.