Quantum-Enhanced Demand Forecasting Market Report 2025

The quantum-enhanced demand forecasting market size has grown exponentially in recent years. It will grow from $1.51 billion in 2024 to $2.0 billion in 2025 at a compound annual growth rate (CAGR) of 32.3%. The growth in the historic period can be attributed to increasing adoption of cloud-based forecasting platforms, rising importance of real-time data analytics, growing emphasis on supply chain resilience, increasing need for demand forecasting in e-commerce, and rising awareness of the benefits of predictive analytics.

The quantum-enhanced demand forecasting market size is expected to see exponential growth in the next few years. It will grow to $6.06 billion in 2029 at a compound annual growth rate (CAGR) of 31.9%. The growth in the forecast period can be attributed to increasing adoption of quantum computing technologies, rising demand for accurate predictive analytics, growth in e-commerce and retail sectors, increasing need for optimized supply chain management, expansion of cloud-based quantum solutions, and growing focus on reducing operational costs and improving decision-making efficiency. Major trends in the forecast period include advancements in the integration of hybrid quantum-classical algorithms, adoption of real-time predictive analytics, cloud-based quantum forecasting solutions, AI-driven demand optimization, enhanced data security with quantum encryption, and development of scalable, industry-specific forecasting models.

The rising e-commerce is expected to drive the growth of the quantum-enhanced demand forecasting market going forward. E-commerce refers to conducting commercial transactions electronically through the internet. The expansion of e-commerce is rising due to increased internet penetration, as it provides consumers with reliable online access, enabling convenient shopping anytime and anywhere. Quantum-enhanced demand forecasting improves e-commerce by delivering highly accurate and fast demand predictions, making it ideal for dynamic online retail environments. It optimizes inventory and supply chain operations, reducing stockouts and overstock while enhancing operational efficiency. For instance, in February 2025, according to the United States Census Bureau, a US-based government agency, total e-commerce sales in 2024 reached $1.19 trillion, marking an 8.1% increase compared to 2023. Therefore, the rising e-commerce is driving the growth of the quantum-enhanced demand forecasting market.

Major companies operating in the quantum enhanced demand forecasting market are focusing on developing advanced solutions such as hybrid quantum classical AI platforms to enhance forecast accuracy, optimize supply chains, and handle complex data efficiently. Hybrid quantum classical AI platforms are systems that combine quantum and classical computing to solve complex problems and enhance AI performance. For instance, in May 2025, Terra Quantum, a Switzerland based quantum technology company, launched the closed beta of TQ42 Studio, a hybrid quantum classical AI development ecosystem featuring QAI Hub, a no code platform, and Qode Engine, a Python SDK for advanced users. QAI Hub enables users to build quantum AI models through a visual interface, supported by TQ Copilot, an AI assistant that automates tasks such as quantum layer selection and hyperparameter tuning, targeting applications such as supply chain optimization and anomaly detection. Qode Engine provides code level access, continuous integration, and advanced libraries for quantum machine learning and optimization. This launch lowers adoption barriers, facilitates experimentation with limited datasets, and sets the stage for enterprise scale deployment and future quantum processing unit integration.

In August 2025, Strangeworks Inc., a US based software company, acquired Quantagonia for an undisclosed amount. With this acquisition, Strangeworks aims to become a global leader in AI, optimization, and quantum computing by integrating Quantagonia’s quantum enhanced demand forecasting and decision making expertise. Quantagonia is a Germany based software company specializing in quantum enhanced demand forecasting solutions.

Major players in the quantum-enhanced demand forecasting market are Kvantify Ltd., IonQ Inc., Terra Quantum AG, 1QB Information Technologies Inc. (1QBit), Pasqal SAS, Alibaba Cloud Computing Ltd., Classiq Technologies Ltd., QC Ware Corp., D-Wave Quantum Inc., SandboxAQ Inc., Rigetti Computing Inc., SwarmFarm Robotics Pty Ltd., AgXeed B.V., Vitirover SAS, Enmovil Technologies Pvt. Ltd., QpiAI Technologies Pvt. Ltd., and Qode Engine Pvt. Ltd.

North America was the largest region in the quantum-enhanced demand forecasting market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in quantum-enhanced demand forecasting report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa. The countries covered in the quantum-enhanced demand forecasting market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report’s Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

The rapid escalation of U.S. tariffs and the resulting trade tensions in spring 2025 are significantly impacting the information technology sector, particularly in hardware manufacturing, data infrastructure, and software deployment. Higher duties on imported semiconductors, circuit boards, and networking equipment have raised production and operational costs for tech firms, cloud service providers, and data centers. Companies relying on globally sourced components for laptops, servers, and consumer electronics are facing longer lead times and increased pricing pressures. In parallel, tariffs on specialized software tools and retaliatory measures from key international markets have disrupted global IT supply chains and reduced overseas demand for U.S.-developed technologies. To navigate these challenges, the sector is accelerating investments in domestic chip fabrication, diversifying supplier bases, and adopting AI-driven automation to enhance operational resilience and cost efficiency.

Quantum-enhanced demand forecasting uses quantum computing techniques to improve the accuracy of predicting future demand for products or services. It processes large and complex datasets to uncover patterns and relationships that traditional models might miss. This approach helps optimize inventory management, reduce stockouts and overstock situations, and improve overall supply chain efficiency through precise demand predictions.

The main components of quantum-enhanced demand forecasting include software, hardware, and services. The software employs quantum computing to analyze complex data and enhance demand prediction accuracy. It can be deployed either on-premises or via the cloud and is used by enterprises of all sizes, including small and medium enterprises as well as large corporations. Key users span sectors such as retail, manufacturing, logistics, energy, finance, and others.

The quantum-enhanced demand forecasting market research report is one of a series of new reports that provides quantum-enhanced demand forecasting market statistics, including the quantum-enhanced demand forecasting industry global market size, regional shares, competitors with the quantum-enhanced demand forecasting market share, detailed quantum-enhanced demand forecasting market segments, market trends, and opportunities, and any further data you may need to thrive in the quantum-enhanced demand forecasting industry. This quantum-enhanced demand forecasting market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The quantum-enhanced demand forecasting market includes revenues earned by entities by providing services such as accurate demand prediction, inventory optimization, supply chain optimization, resource allocation planning, risk management, and real-time data integration. The market value includes the value of related goods sold by the service provider or included within the service offering. The quantum-enhanced demand forecasting market also includes sales of quantum processors, high-performance computing (HPC) servers, data analytics tools, quantum annealers, and accelerator cards. Values in this market are ‘factory gate’ values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

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