Quantum Computing Software Market

Quantum Computing Software Market by Component (Software, Services), Deployment Mode (Cloud, On-Premises), Organization Size, Technology, Application (Optimization, Simulation), Vertical (BFSI, Government), and Region - Global Forecast to 2026

Report Code: TC 7939 Jul, 2021, by marketsandmarkets.com

Updated on : March 06, 2023

Quantum Computing Software Market Size

The global quantum computing software market size in terms of revenue was estimated to be worth $0.11 billion in 2021 and is poised to reach $0.43 billion by 2026, growing at a CAGR of 30.5% from 2021 to 2026.

The major factors driving the growth of the quantum computing software market include the growing adoption of quantum computing software in the BFSI vertical, government support for the development and deployment of the technology, and the increasing number of strategic alliances for research and development.

Quantum Computing Software Market

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COVID-19 Impact

Quantum computing technology was witnessing increasing global demand during the pre-COVID-19 period, as companies were making strategic partnerships and collaborations and undertaking patent registrations to enhance their position in the market. During the pre-COVID-19 scenario, the key factor driving the growth of the quantum computing market was the rising investments by governments of different countries in the development of quantum computing technology.

The growth of the quantum computing market is primarily driven by technological advancements in quantum computing technology. The demand for quantum computing systems and services post-COVID-19 is expected to increase owing to the rise in the adoption of quantum computing technology in drug discovery. However, the stability and error correction issues in quantum computing technology are expected to restrain the market growth.

Market Dynamics

Driver: Growing adoption of quantum computing software in banking, financial services, and insurance vertical

Quantum computing is gaining traction in the banking, financial services, and insurance (BFSI) vertical, where companies are highly focusing on increasing the speed of trade activities, transactions, and data processing manifolds. One of the potential applications of quantum computing is simulation. Quantum computing helps to identify effective and efficient ways to manage financial risks. The processing time and costs of high-quality solutions can increase exponentially if conventional computers are used in financial institutions, while quantum computers can carry out operations faster at optimized costs, resulting in cost savings and the creation of new opportunities for revenue generation.

Financial institutions that can harness quantum computing software are likely to observe significant benefits. They will be able to more effectively analyze large or unstructured data sets, which could help banks and other related domains to make better decisions and improve customer service. The potential benefit of quantum computing in the financial services segment includes providing relevant and required solutions for cybersecurity to safeguard the financial data of consumers using next-generation cryptography. Moreover, the detection of fraudulent activities by recognizing the behavior patterns of consumers is increasing with the help of quantum computing technology, which leads to proactive fraud risk management. The optimization of portfolio management of assets with interdependencies and predictive analytics in customer behavior can be done by combining quantum computing with artificial intelligence (AI). In addition, a combination of quantum computing and blockchain technology is expected to lead to the development of the most hack-proof technology in this era of IoT. The combination is also expected to significantly increase the transaction speed and reduce processing costs in the BFSI vertical, thereby reducing infrastructure downtime.

Restraint: Technical and implementation challenges

The engineering of quantum computing is still in the research stage. Besides, the implementation of quantum computing solutions in real-time applications has various technical challenges. Quantum computers are susceptible to interaction with the environment since any interaction can collapse the state function. The development of universal computers, which can be used for real-time applications, is only theoretically proved, and the exact contribution of quantum computing solutions to the existing computing methods is not yet clear. These factors have developed a gap between research labs, investment companies, and the enterprise ecosystem, which consequently is expected to hamper the growth of the global quantum computing market.

Opportunity: Growing adoption of quantum computing technology in healthcare vertical

The research and development related to biopharmaceuticals, right from the drug discovery to its production, is expensive, lengthy, and risky. A new drug typically takes 10–15 years to progress from the discovery to the launching stage, and the capital related to it exceeds USD 2.0 billion. The success rate of developing new drugs is less than 10% from their entry into the clinical development stage to their launch. Biopharmaceutical companies count on a few blockbuster drugs to realize the payback of more than USD 180.0 billion that the industry spends annually on research and development activities related to new drugs.

Quantum computers provide powerful tools for studying complex systems such as human physiology and the impact of drugs on biological systems and living organisms. These computers are expected to be used in a number of applications in pharmaceutical research and development, especially during the early phases of drug discovery and development. Computational tools are the key components in drug discovery and development. In a number of instances, they have significantly shortened the time consumed by companies on drug optimization. Researchers rely on high-performance computing of powerful supercomputers or massive, parallel processing systems for carrying out in silico modeling of molecular structures, mapping the interactions between a drug and its target, and developing a simulation of the metabolism, distribution, and interaction of a drug in a human body.

Challenge: Lack of highly skilled professionals

Quantum computing is a new and promising technology. The implementation of this technology requires a pool of technically skilled professionals. Hence, finding professionals with the required skillset is a major challenge for the industry players. Governments of different countries and manufacturers of quantum computers are planning to start training sessions related to the technology to tackle this challenge. For instance, D-Wave Systems is providing training modules to its customers to make them aware of the functioning of quantum computers. However, the high cost associated with these modules is a challenge for businesses aiming to train their employees. Moreover, as these modules are complex, understanding them is a time-consuming and difficult process. As a result, manufacturers of quantum computers have to reduce their profit margins by additionally investing in different post-sales activities.

Services, by component segment to account for a larger market size during the forecast period

Services segment is leading the quantum computing software market in 2021. The growth of the services segment can be attributed to the increasing investments by start-ups in research and development related to quantum computing technology. Quantum computing software and services are used in optimization, simulation, and machine learning applications, thereby leading to optimum utilization costs and highly efficient operations in various industries.

SME’s, by organization size segment to grow at a higher CAGR during the forecast period

Among the organization size, the large enterprises is projected to dominate the market, while the SME’s segment is projected to record a higher growth rate during the forecast period. . Large enterprises are the major adopters of quantum computing software and services. Although quantum computing technology is still in the nascent stage, SMEs and large enterprises are realizing and learning the importance of the technology to solve complex optimization problems. These enterprises are focusing on delivering enhanced customer experiences and gaining a leading edge in the market.

Machine learning by application segment to grow at a higher CAGR during the forecast period

The machine learning segment is estimated to grow with the highest CAGR during the forecast period. The potential use of quantum computing and machine learning is expected to lead to advancements in clinical research and the transformation of medical practices. Machine learning applications are capable of eliminating most diagnostic errors related to image reading.

Healthcare & life sciences, by vertical segment to grow at a higher CAGR during the forecast period

The healthcare & life sciences vertical is expected to grow at the highest CAGR during the forecast period. Quantum computing technology enables scientists to develop medical and diagnostics tools that are ultra-precise and ultra-personalized. Moreover, quantum sensors can be used in magnetic resonance imaging (MRI) machines for ultra-precise measurements. These developments can enhance the quality of healthcare services. Various applications of quantum computing in the healthcare industry include optimization of radiotherapy treatments, creation of protein models, generation of targeted cancer drug therapies, and analysis of DNA.

Quantum Computing Software Market by Region

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North America to account for the largest market size during the forecast period

North America is one of the most prominent regions in the quantum computing software market. The growth of the quantum computing software market in North America can be attributed to the fact that the region is home to the leading players of the market; quantum computing solutions and services are also witnessing increased adoption in the aerospace & defense, chemical, and BFSI industries of the region.

The US and Canada are the leading contributors to the growth of the quantum computing software market in North America. This region is a key market for quantum computing software and services as it is home to a number of key players such as D-Wave Systems (Canada), 1QB Information Technologies (US), IBM (US), and Amazon (US). Additionally, the Government of the US is actively supporting advancements in quantum computing applications. In December 2018, the Government of the US passed a bill that was aimed to invest ~USD 1.2 billion in the development of quantum technology. The government of the country is expected to leverage quantum computing for solving significant and complex problems and challenges related to molecular modeling, machine learning, physics, material sciences, chemical simulations, data discovery, etc.

Market Interconnection

Quantum Computing Software Market by Region

Market Players

The report includes the study of prominent players such as IBM Corporation (US), Microsoft Corporation (US), Amazon Web Services, Inc. (US), D-Wave Systems Inc (Canada), Rigetti Computing (US), Google LLC (US), Honeywell International Inc. (US), QC Ware (US), 1QBit (US), Huawei Technologies Co., Ltd. (China), Accenture plc (Ireland), Cambridge Quantum Computing (England), Fujitsu Limited (Japan), Riverlane (UK), Zapata Computing (US), Quantum Circuits, Inc. (US), Quantica Computacao (India), XANADU Quantum Technologies (Canada), VeriQloud (France), Quantastica (Finland), AVANETIX (Germany), Kuano (England), Rahko (UK), Ketita Labs (Estonia), and Aliro Quantum (US). The study includes an in-depth competitive analysis of these key players in the quantum computing software market with their company profiles, recent developments, and key market strategies.

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Scope of the Report

Report Metrics

Details

Market size value in 2021

USD 0.11 Billion

Market size value in 2026

USD 0.43 Billion

Growth rate

CAGR of 30.5%

Market size available for years

2017–2026

Base year considered

2020

Forecast period

2021–2026

Forecast units

Value (USD Million)

Segments covered

component, deployment mode, organization size, technology, application, vertical, and region

Regions covered

North America, Europe, APAC, and RoW

Companies covered

IBM, Microsoft, AWS, D-Wave Systems, Rigetti, Google, Honeywell, QC Ware, 1Qbit, Huawei, Accenture, Cambridge Quantum Computing, Fujitsu, Riverlane, Zapata, Quantum Circuits, Quantica Computacao, XANADU, VeriQloud, Quantastica , AVANETIX, Kuano, Rahko, Ketita Labs, and Aliro Quantum.

This research report categorizes the quantum computing software market to forecast revenues and analyze trends in each of the following submarkets:

Based on Component, the Quantum Computing Software market has the following segments:

  • Solutions
  • Services
  • Quantum as a Service
  • Consulting Services

Based on deployment mode, the market has the following segments:

  • Cloud and On-premises

Based on organization size, the Quantum Computing Software market has the following segments:

  • SMEs
  • Large Enterprises

Based on technology, the market has the following segments:

  • Superconducting Qubits
  • Trapped Ions
  • Quantum Annealing
  • Other Technologies

Based on application, the Quantum Computing Software market has the following segments:

  • Optimization
  • Machine Learning
  • Simulation
  • Others

Based on application, the market has the following segments:

  • Aerospace & Defense
  • BFSI
  • Healthcare & Life Sciences
  • Energy & Utility
  • Chemical
  • Transportation & Logistics, Government
  • Education

Based on regions, the Quantum Computing Software has the following segments:

  • North America
    • US
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Rest of Europe
  • APAC
    • China
    • Japan
    • South Korea
    • Rest of APAC
  • Row
    • Latin America
    • MEA

Recent Developments:

  • In June 2021, Honeywell announced that Honeywell Quantum Solutions (HQS) and Cambridge Quantum Computing (CQC) will combine to form what the companies said will be the largest, most advanced standalone quantum computing company in the world, setting the pace for what is projected to become a USD 1 trillion quantum computing industry over the next 3 decades.
  • In February 2021, D-Wave Systems has announced the introduction of Leap quantum cloud service in Singapore. Developers, researchers, and businesses in Singapore can now access D-Wave’s Advantage quantum computer, hybrid quantum/classical solvers, and the QAE in real-time via Leap to increase the development of business-critical, in-production hybrid applications.
  • In December 2020, QC Ware and IonQ collaborated to perform an experiment that demonstrated that machine learning on near-term quantum computers can achieve the same or improved level of accuracy as classical computers and can be faster than them.
  • In August 2020, Amazon Web Services announced the release of Amazon Braket, which can be accessed through both classically powered circuit simulators and quantum computers of D-Wave Systems, IonQ, and Rigetti Computing.
  • In November 2019, IBM partnered with the Unitary Fund to provide grants and priority access to certain IBM Q systems. Similar to the quantum computing mission of IBM, the Unitary Fund aims to create a quantum technology industry that benefits most people in terms of the adoption of quantum technology.

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TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 47)
    1.1 INTRODUCTION TO COVID-19
    1.2 COVID-19 HEALTH ASSESSMENT
           FIGURE 1 COVID-19: GLOBAL PROPAGATION
           FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES
    1.3 COVID-19 ECONOMIC ASSESSMENT
           FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020
           1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
                    FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY
                    FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY
    1.4 OBJECTIVES OF STUDY
    1.5 MARKET DEFINITION
           1.5.1 INCLUSIONS AND EXCLUSIONS
    1.6 MARKET SCOPE
           1.6.1 MARKET SEGMENTATION
           1.6.2 YEARS CONSIDERED FOR STUDY
    1.7 CURRENCY
           TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2018–2020
    1.8 STAKEHOLDERS

2 RESEARCH METHODOLOGY (Page No. - 57)
    2.1 RESEARCH DATA
           FIGURE 6 GLOBAL QUANTUM COMPUTING SOFTWARE MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY DATA
           2.1.2 PRIMARY DATA
                    TABLE 2 PRIMARY INTERVIEWS WITH EXPERTS
                    2.1.2.1 Breakup of primary profiles
                               FIGURE 7 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY, DESIGNATION,  AND REGION
                    2.1.2.2 Key industry insights
    2.2 MARKET BREAKUP AND DATA TRIANGULATION
           FIGURE 8 DATA TRIANGULATION
    2.3 MARKET SIZE ESTIMATION
           FIGURE 9 RESEARCH METHODOLOGY: APPROACH
           FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 1 (SUPPLY SIDE): REVENUE OF SOFTWARE/SERVICES IN QUANTUM COMPUTING SOFTWARE MARKET
           FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF SOFTWARE/SERVICES IN MARKET
    2.4 MARKET FORECAST
           TABLE 3 FACTOR ANALYSIS
    2.5 ASSUMPTIONS FOR STUDY
    2.6 LIMITATIONS OF STUDY

3 EXECUTIVE SUMMARY (Page No. - 66)
    FIGURE 12 QUANTUM COMPUTING SOFTWARE MARKET SIZE, 2021–2026
    FIGURE 13 SERVICES SEGMENT, BASED ON COMPONENT, TO LEAD MARKET DURING FORECAST PERIOD
    FIGURE 14 QUANTUM AS A SERVICE SEGMENT, BASED ON SERVICES, TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
    FIGURE 15 CLOUD-BASED DEPLOYMENT MODE TO LEAD MARKET DURING FORECAST PERIOD
    FIGURE 16 SMES, BASED ON ORGANIZATION SIZE, TO EXHIBIT HIGHER GROWTH RATE DURING FORECAST PERIOD
    FIGURE 17 OPTIMIZATION SEGMENT, BASED ON APPLICATION, TO LEAD MARKET DURING FORECAST PERIOD
    FIGURE 18 GROWING SEGMENTS IN MARKET,  2021–2026
    FIGURE 19 MARKET: REGIONAL SNAPSHOT

4 PREMIUM INSIGHTS (Page No. - 71)
    4.1 ATTRACTIVE OPPORTUNITIES IN QUANTUM COMPUTING SOFTWARE MARKET
           FIGURE 20 GROWING GOVERNMENT SUPPORT FOR DEVELOPMENT AND DEPLOYMENT OF QUANTUM COMPUTING TECHNOLOGY TO DRIVE MARKET GROWTH DURING FORECAST PERIOD
    4.2 ASIA PACIFIC MARKET,  BY COMPONENT AND COUNTRY
           FIGURE 21 SERVICES SEGMENT AND CHINA TO HOLD LARGEST SHARES OF ASIA PACIFIC MARKET IN 2021
    4.3 MARKET: MAJOR COUNTRIES
           FIGURE 22 SOUTH KOREA TO GROW AT HIGHEST RATE DURING FORECAST PERIOD

5 MARKET OVERVIEW (Page No. - 73)
    5.1 INTRODUCTION
    5.2 MARKET DYNAMICS
           FIGURE 23 QUANTUM COMPUTING SOFTWARE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
           5.2.1 DRIVERS
                    5.2.1.1 Growing adoption of quantum computing software in banking, financial services, and insurance vertical
                    5.2.1.2 Government support for development and deployment of quantum computing technology
                    5.2.1.3 Increasing number of strategic alliances for research and development
           5.2.2 RESTRAINTS
                    5.2.2.1 Technical and implementation challenges
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Growing adoption of quantum computing technology in healthcare vertical
                    5.2.3.2 Growing need for high-level computing performance
           5.2.4 CHALLENGES
                    5.2.4.1 Lack of highly skilled professionals
    5.3 IMPACT OF COVID-19 ON QUANTUM COMPUTING SOFTWARE MARKET
           5.3.1 PRE-COVID-19
           5.3.2 POST-COVID-19
    5.4 CASE STUDY ANALYSIS
           5.4.1 USE OF QUANTUM COMPUTING IN ADVANCED MACHINE LEARNING
           5.4.2 EXPLORING QUANTUM COMPUTING IN FINANCIAL SERVICES
           5.4.3 USE OF QUANTUM COMPUTING TO IMPROVE ANALYSIS OF MEDICAL IMAGES
           5.4.4 DEVELOPMENT OF NEW CHEMICALS WITH QUANTUM COMPUTING
           5.4.5 TRADING OPTIMIZATION WITH QUANTUM COMPUTING
    5.5 VALUE CHAIN ANALYSIS
           FIGURE 24 VALUE CHAIN ANALYSIS: MARKET
    5.6 ECOSYSTEM
           TABLE 4 ECOSYSTEM: QUANTUM COMPUTING SOFTWARE MARKET
    5.7 PORTER’S FIVE FORCES ANALYSIS
           TABLE 5 IMPACT OF EACH FORCE ON MARKET
           FIGURE 25 PORTER’S FIVE FORCES ANALYSIS: MARKET
           5.7.1 THREAT FROM NEW ENTRANTS
           5.7.2 THREAT OF SUBSTITUTES
           5.7.3 BARGAINING POWER OF SUPPLIERS
           5.7.4 BARGAINING POWER OF BUYERS
           5.7.5 INTENSITY OF COMPETITIVE RIVALRY
    5.8 PATENT ANALYSIS
           TABLE 6 RECENT PATENTS RELATED TO QUANTUM COMPUTING SOFTWARE MARKET
    5.9 PRICING MODEL ANALYSIS
           TABLE 7 AVERAGE SELLING PRICE RANGE OF QUANTUM COMPUTING SYSTEMS
           TABLE 8 AVERAGE SELLING PRICE RANGE OF QUANTUM COMPUTING AS A SERVICE
    5.10 TRADE ANALYSIS
           TABLE 9 IMPORT DATA FOR AUTOMATIC DATA-PROCESSING MACHINES,  BY COUNTRY, 2015–2019 (USD MILLION)
           TABLE 10 EXPORT DATA FOR AUTOMATIC DATA-PROCESSING MACHINES, BY COUNTRY,  2015–2019 (USD MILLION)
    5.11 REGULATORY LANDSCAPE
           5.11.1 GENERAL DATA PROTECTION REGULATION
           5.11.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996
           5.11.3 GOVERNANCE, RISK, AND COMPLIANCE
           5.11.4 P1913 -SOFTWARE-DEFINED QUANTUM COMMUNICATION
           5.11.5 P7130 - STANDARD FOR QUANTUM TECHNOLOGIES DEFINITIONS
           5.11.6 P7131 - STANDARD FOR QUANTUM COMPUTING PERFORMANCE METRICS AND BENCHMARKING

6 QUANTUM COMPUTING SOFTWARE MARKET, BY COMPONENT (Page No. - 88)
    6.1 INTRODUCTION
           6.1.1 COMPONENT: COVID-19 IMPACT
                    FIGURE 26 SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
                    TABLE 11 MARKET SIZE, BY COMPONENT, 2017–2019 (USD MILLION)
                    TABLE 12 MARKET SIZE, BY COMPONENT,  2020–2026 (USD MILLION)
    6.2 SOFTWARE
           6.2.1 SOFTWARE: MARKET DRIVERS
                    TABLE 13 SOFTWARE: MARKET SIZE, BY REGION,  2017–2019 (USD MILLION)
                    TABLE 14 SOFTWARE: MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
    6.3 SERVICES
           TABLE 15 SERVICES: MARKET SIZE, BY TYPE,  2017–2019 (USD MILLION)
           TABLE 16 SERVICES: MARKET SIZE, BY TYPE,  2020–2026 (USD MILLION)
           TABLE 17 SERVICES: MARKET SIZE, BY REGION,  2017–2019 (USD MILLION)
           TABLE 18 SERVICES: MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
           6.3.1 QUANTUM COMPUTING AS A SERVICE (QAAS)
           6.3.2 QUANTUM AS A SERVICE: QUANTUM COMPUTING SOFTWARE MARKET DRIVERS
                    TABLE 19 QUANTUM AS A SERVICE: MARKET SIZE, BY REGION, 2017–2019 (USD MILLION)
                    TABLE 20 QUANTUM AS A SERVICE: MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
           6.3.3 CONSULTING SERVICES
           6.3.4 CONSULTING SERVICES: MARKET DRIVERS
                    TABLE 21 CONSULTING SERVICES: MARKET SIZE, BY REGION, 2017–2019 (USD MILLION)
                    TABLE 22 CONSULTING SERVICES: MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)

7 QUANTUM COMPUTING SOFTWARE MARKET,  BY ORGANIZATION SIZE (Page No. - 97)
    7.1 INTRODUCTION
           7.1.1 ORGANIZATION SIZE: COVID-19 IMPACT
                    FIGURE 27 SMES SEGMENT TO EXHIBIT HIGHER CAGR DURING FORECAST PERIOD
                    TABLE 23 MARKET SIZE, BY ORGANIZATION SIZE,  2017–2019 (USD MILLION)
                    TABLE 24 MARKET SIZE, BY ORGANIZATION SIZE,  2020–2026 (USD MILLION)
    7.2 LARGE ENTERPRISES
           7.2.1 LARGE ENTERPRISES: MARKET DRIVERS
                    TABLE 25 LARGE ENTERPRISES: MARKET SIZE, BY REGION, 2017–2019 (USD MILLION)
                    TABLE 26 LARGE ENTERPRISES: MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
    7.3 SMALL AND MEDIUM ENTERPRISES
           7.3.1 SMES: MARKET DRIVERS
                    TABLE 27 SMES: MARKET SIZE, BY REGION,  2017–2019 (USD MILLION)
                    TABLE 28 SMES: MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)

8 QUANTUM COMPUTING SOFTWARE MARKET,  BY DEPLOYMENT MODE (Page No. - 103)
    8.1 INTRODUCTION
           8.1.1 DEPLOYMENT MODE: COVID-19 IMPACT
                    FIGURE 28 CLOUD-BASED DEPLOYMENT MODE TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
                    TABLE 29 MARKET SIZE, BY DEPLOYMENT MODE,  2017–2019 (USD MILLION)
                    TABLE 30 MARKET SIZE, BY DEPLOYMENT MODE,  2020–2026 (USD MILLION)
    8.2 ON-PREMISES
           8.2.1 ON-PREMISES: MARKET DRIVERS
                    TABLE 31 ON-PREMISES: MARKET SIZE, BY REGION,  2017–2019 (USD MILLION)
                    TABLE 32 ON-PREMISES: MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
    8.3 CLOUD
           8.3.1 CLOUD: MARKET DRIVERS
                    TABLE 33 CLOUD: MARKET SIZE, BY REGION,  2017–2019 (USD MILLION)
                    TABLE 34 CLOUD: MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)

9 QUANTUM COMPUTING SOFTWARE MARKET, BY APPLICATION (Page No. - 108)
    9.1 INTRODUCTION
           9.1.1 APPLICATION: COVID-19 IMPACT
                    FIGURE 29 MACHINE LEARNING SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
                    TABLE 35 MARKET SIZE, BY APPLICATION, 2017–2019 (USD MILLION)
                    TABLE 36 MARKET SIZE, BY APPLICATION, 2020–2026 (USD MILLION)
    9.2 OPTIMIZATION
           9.2.1 OPTIMIZATION: MARKET DRIVERS
                    TABLE 37 OPTIMIZATION: MARKET SIZE, BY REGION,  2017–2019 (USD MILLION)
                    TABLE 38 OPTIMIZATION: MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
    9.3 MACHINE LEARNING
           9.3.1 MACHINE LEARNING: MARKET DRIVERS
                    TABLE 39 MACHINE LEARNING: QUANTUM COMPUTING SOFTWARE MARKET SIZE, BY REGION, 2017–2019 (USD MILLION)
                    TABLE 40 MACHINE LEARNING: MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
    9.4 SIMULATION
           9.4.1 SIMULATION: MARKET DRIVERS
                    TABLE 41 SIMULATION: MARKET SIZE, BY REGION,  2017–2019 (USD MILLION)
                    TABLE 42 SIMULATION: MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
    9.5 OTHERS
           TABLE 43 OTHERS: MARKET SIZE, BY REGION,  2017–2019 (USD MILLION)
           TABLE 44 OTHERS: MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)

10 QUANTUM COMPUTING SOFTWARE MARKET, BY TECHNOLOGY (Page No. - 116)
     10.1 QUANTUM ARTIFICIAL INTELLIGENCE
     10.2 QUANTUM MACHINE LEARNING
     10.3 QUANTUM COMPUTING AND INTERNET OF THINGS
     10.4 QUANTUM COMMUNICATION TECHNOLOGY
     10.5 QUANTUM COMPUTING ACADEMIA
     10.6 CYBERSECURITY TRANSFORMATION

11 QUANTUM COMPUTING SOFTWARE MARKET, BY VERTICAL (Page No. - 118)
     11.1 INTRODUCTION
             11.1.1 VERTICAL: COVID-19 IMPACT
                       FIGURE 30 HEALTHCARE & LIFE SCIENCES VERTICAL TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
                       TABLE 45 MARKET SIZE, BY VERTICAL, 2017–2019 (USD MILLION)
                       TABLE 46 MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION)
     11.2 AEROSPACE & DEFENSE
             11.2.1 AEROSPACE & DEFENSE: MARKET DRIVERS
                       TABLE 47 AEROSPACE & DEFENSE: MARKET SIZE, BY REGION, 2017–2019 (USD MILLION)
                       TABLE 48 AEROSPACE & DEFENSE: MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
     11.3 BANKING, FINANCIAL SERVICES, AND INSURANCE
             11.3.1 BFSI: MARKET DRIVERS
                       TABLE 49 BFSI: MARKET SIZE, BY REGION, 2017–2019 (USD MILLION)
                       TABLE 50 BFSI: MARKET SIZE, BY REGION,   2020–2026 (USD MILLION)
     11.4 HEALTHCARE & LIFE SCIENCES
             11.4.1 HEALTHCARE & LIFE SCIENCES: QUANTUM COMPUTING SOFTWARE MARKET DRIVERS
                       TABLE 51 HEALTHCARE & LIFE SCIENCES: MARKET SIZE,  BY REGION, 2017–2019 (USD MILLION)
                       TABLE 52 HEALTHCARE & LIFE SCIENCES: MARKET SIZE,  BY REGION, 2020–2026 (USD MILLION)
     11.5 ENERGY & UTILITIES
             11.5.1 ENERGY & UTILITIES: MARKET DRIVERS
                       TABLE 53 ENERGY & UTILITIES: MARKET SIZE, BY REGION, 2017–2019 (USD MILLION)
                       TABLE 54 ENERGY & UTILITIES: MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
     11.6 CHEMICAL
             11.6.1 CHEMICAL: MARKET DRIVERS
                       TABLE 55 CHEMICAL: MARKET SIZE, BY REGION,  2017–2019 (USD MILLION)
                       TABLE 56 CHEMICAL: MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
     11.7 TRANSPORTATION & LOGISTICS
             11.7.1 TRANSPORTATION & LOGISTICS: MARKET DRIVERS
                       TABLE 57 TRANSPORTATION & LOGISTICS: QUANTUM COMPUTING SOFTWARE MARKET SIZE,  BY REGION, 2017–2019 (USD MILLION)
                       TABLE 58 TRANSPORTATION & LOGISTICS: MARKET SIZE,  BY REGION, 2020–2026 (USD MILLION)
     11.8 GOVERNMENT
             11.8.1 GOVERNMENT: MARKET DRIVERS
                       TABLE 59 GOVERNMENT: MARKET SIZE, BY REGION,  2017–2019 (USD MILLION)
                       TABLE 60 GOVERNMENT: MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
     11.9 EDUCATION
             11.9.1 EDUCATION: MARKET DRIVERS
                       TABLE 61 EDUCATION: MARKET SIZE, BY REGION,  2017–2019 (USD MILLION)
                       TABLE 62 EDUCATION: MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)

12 QUANTUM COMPUTING SOFTWARE MARKET, BY REGION (Page No. - 131)
     12.1 INTRODUCTION
               FIGURE 31 APAC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
               TABLE 63 MARKET SIZE, BY REGION,  2017–2019 (USD MILLION)
               TABLE 64 MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
     12.2 NORTH AMERICA
             12.2.1 NORTH AMERICA: QUANTUM COMPUTING SOFTWARE MARKET DRIVERS
             12.2.2 NORTH AMERICA: COVID-19 IMPACT
             12.2.3 NORTH AMERICA: REGULATORY IMPLICATIONS
                       12.2.3.1 Health insurance portability and accountability act of 1996
                       12.2.3.2 California consumer privacy act
                       12.2.3.3 Gramm–leach–bliley act
                       12.2.3.4 Health information technology for economic and clinical health act
                       12.2.3.5 Sarbanes oxley act
                       12.2.3.6 United States securities and exchange commission
                       12.2.3.7 International organization for standardization 27001
                       12.2.3.8 California consumer privacy act
                       12.2.3.9 Federal information security management act
            12.2.3.10 Federal information processing standards
                                   FIGURE 32 NORTH AMERICA MARKET SNAPSHOT
                                   TABLE 65 NORTH AMERICA: QUANTUM COMPUTING SOFTWARE MARKET SIZE, BY COMPONENT, 2017–2019 (USD MILLION)
                                   TABLE 66 NORTH AMERICA: MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION)
                                   TABLE 67 NORTH AMERICA: MARKET SIZE, BY SERVICE,  2017–2019 (USD MILLION)
                                   TABLE 68 NORTH AMERICA: MARKET SIZE, BY SERVICE,  2020–2026 (USD MILLION)
                                   TABLE 69 NORTH AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2017–2019 (USD MILLION)
                                   TABLE 70 NORTH AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2026 (USD MILLION)
                                   TABLE 71 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2017–2019 (USD MILLION)
                                   TABLE 72 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2026 (USD MILLION)
                                   TABLE 73 NORTH AMERICA: MARKET SIZE, BY APPLICATION, 2017–2019 (USD MILLION)
                                   TABLE 74 NORTH AMERICA: MARKET SIZE, BY APPLICATION, 2020–2026 (USD MILLION)
                                   TABLE 75 NORTH AMERICA: MARKET SIZE, BY VERTICAL,  2017–2019 (USD MILLION)
                                   TABLE 76 NORTH AMERICA: MARKET SIZE, BY VERTICAL,  2020–2026 (USD MILLION)
                                   TABLE 77 NORTH AMERICA: MARKET SIZE, BY COUNTRY,  2017–2019 (USD MILLION)
                                   TABLE 78 NORTH AMERICA: MARKET SIZE, BY COUNTRY,  2020–2026 (USD MILLION)
             12.2.4 US
                       TABLE 79 US: QUANTUM COMPUTING SOFTWARE MARKET SIZE, BY COMPONENT,  2017–2019 (USD MILLION)
                       TABLE 80 US: MARKET SIZE, BY COMPONENT,  2020–2026 (USD MILLION)
                       TABLE 81 US: MARKET SIZE, BY SERVICE, 2017–2019 (USD MILLION)
                       TABLE 82 US: MARKET SIZE, BY SERVICE, 2020–2026 (USD MILLION)
                       TABLE 83 US: MARKET SIZE, BY DEPLOYMENT MODE,  2017–2019 (USD MILLION)
                       TABLE 84 US: MARKET SIZE, BY DEPLOYMENT MODE,  2020–2026 (USD MILLION)
                       TABLE 85 US: MARKET SIZE, BY ORGANIZATION SIZE,  2017–2019 (USD MILLION)
                       TABLE 86 US: MARKET SIZE, BY ORGANIZATION SIZE,  2020–2026 (USD MILLION)
                       TABLE 87 US: MARKET SIZE, BY APPLICATION,  2017–2019 (USD MILLION)
                       TABLE 88 US: MARKET SIZE, BY APPLICATION,  2020–2026 (USD MILLION)
                       TABLE 89 US: MARKET SIZE, BY VERTICAL, 2017–2019 (USD MILLION)
                       TABLE 90 US: MARKET SIZE, BY VERTICAL,  2020–2026 (USD MILLION)
             12.2.5 CANADA
                       TABLE 91 CANADA: QUANTUM COMPUTING SOFTWARE MARKET SIZE, BY COMPONENT,  2017–2019 (USD MILLION)
                       TABLE 92 CANADA: MARKET SIZE, BY COMPONENT,  2020–2026 (USD MILLION)
                       TABLE 93 CANADA: MARKET SIZE, BY SERVICE,  2017–2019 (USD MILLION)
                       TABLE 94 CANADA: MARKET SIZE, BY SERVICE,  2020–2026 (USD MILLION)
                       TABLE 95 CANADA: MARKET SIZE, BY DEPLOYMENT MODE, 2017–2019 (USD MILLION)
                       TABLE 96 CANADA: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2026 (USD MILLION)
                       TABLE 97 CANADA: MARKET SIZE, BY ORGANIZATION SIZE, 2017–2019 (USD MILLION)
                       TABLE 98 CANADA: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2026 (USD MILLION)
                       TABLE 99 CANADA: MARKET SIZE, BY APPLICATION,  2017–2019 (USD MILLION)
                       TABLE 100 CANADA: MARKET SIZE, BY APPLICATION,  2020–2026 (USD MILLION)
                       TABLE 101 CANADA: MARKET SIZE, BY VERTICAL,  2017–2019 (USD MILLION)
                       TABLE 102 CANADA: MARKET SIZE, BY VERTICAL,  2020–2026 (USD MILLION)
     12.3 EUROPE
             12.3.1 EUROPE: MARKET DRIVERS
             12.3.2 EUROPE: COVID-19 IMPACT
             12.3.3 EUROPE: REGULATORY IMPLICATIONS
                       12.3.3.1 General data protection regulation
                       12.3.3.2 European committee for standardization
                       12.3.3.3 European technical standards institute
                                   TABLE 103 EUROPE: QUANTUM COMPUTING SOFTWARE MARKET SIZE, BY COMPONENT,  2017–2019 (USD MILLION)
                                   TABLE 104 EUROPE: MARKET SIZE, BY COMPONENT,  2020–2026 (USD MILLION)
                                   TABLE 105 EUROPE: MARKET SIZE, BY SERVICE,  2017–2019 (USD MILLION)
                                   TABLE 106 EUROPE: MARKET SIZE, BY SERVICE,  2020–2026 (USD MILLION)
                                   TABLE 107 EUROPE: MARKET SIZE, BY DEPLOYMENT MODE, 2017–2019 (USD MILLION)
                                   TABLE 108 EUROPE: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2026 (USD MILLION)
                                   TABLE 109 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2017–2019 (USD MILLION)
                                   TABLE 110 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2026 (USD MILLION)
                                   TABLE 111 EUROPE: MARKET SIZE, BY APPLICATION,  2017–2019 (USD MILLION)
                                   TABLE 112 EUROPE: MARKET SIZE, BY APPLICATION,  2020–2026 (USD MILLION)
                                   TABLE 113 EUROPE: MARKET SIZE, BY VERTICAL,  2017–2019 (USD MILLION)
                                   TABLE 114 EUROPE: MARKET SIZE, BY VERTICAL,  2020–2026 (USD MILLION)
                                   TABLE 115 EUROPE: MARKET SIZE, BY COUNTRY,  2017–2019 (USD MILLION)
                                   TABLE 116 EUROPE: MARKET SIZE, BY COUNTRY,  2020–2026 (USD MILLION)
             12.3.4 GERMANY
                       TABLE 117 GERMANY: QUANTUM COMPUTING SOFTWARE MARKET SIZE, BY COMPONENT,  2017–2019 (USD MILLION)
                       TABLE 118 GERMANY: MARKET SIZE, BY COMPONENT,  2020–2026 (USD MILLION)
                       TABLE 119 GERMANY: MARKET SIZE, BY SERVICE,  2017–2019 (USD MILLION)
                       TABLE 120 GERMANY: MARKET SIZE, BY SERVICE,  2020–2026 (USD MILLION)
                       TABLE 121 GERMANY: MARKET SIZE, BY DEPLOYMENT MODE, 2017–2019 (USD MILLION)
                       TABLE 122 GERMANY: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2026 (USD MILLION)
                       TABLE 123 GERMANY: MARKET SIZE, BY ORGANIZATION SIZE, 2017–2019 (USD MILLION)
                       TABLE 124 GERMANY: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2026 (USD MILLION)
                       TABLE 125 GERMANY: MARKET SIZE, BY APPLICATION,  2017–2019 (USD MILLION)
                       TABLE 126 GERMANY: MARKET SIZE, BY APPLICATION,  2020–2026 (USD MILLION)
                       TABLE 127 GERMANY: MARKET SIZE, BY VERTICAL,  2017–2019 (USD MILLION)
                       TABLE 128 GERMANY: MARKET SIZE, BY VERTICAL,  2020–2026 (USD MILLION)
             12.3.5 UK
                       TABLE 129 UK: QUANTUM COMPUTING SOFTWARE MARKET SIZE, BY COMPONENT,  2017–2019 (USD MILLION)
                       TABLE 130 UK: MARKET SIZE, BY COMPONENT,  2020–2026 (USD MILLION)
                       TABLE 131 UK: MARKET SIZE, BY SERVICE,  2017–2019 (USD MILLION)
                       TABLE 132 UK: MARKET SIZE, BY SERVICE,   2020–2026 (USD MILLION)
                       TABLE 133 UK: MARKET SIZE, BY DEPLOYMENT MODE,  2017–2019 (USD MILLION)
                       TABLE 134 UK: MARKET SIZE, BY DEPLOYMENT MODE,  2020–2026 (USD MILLION)
                       TABLE 135 UK: MARKET SIZE, BY ORGANIZATION SIZE,  2017–2019 (USD MILLION)
                       TABLE 136 UK: MARKET SIZE, BY ORGANIZATION SIZE,  2020–2026 (USD MILLION)
                       TABLE 137 UK: MARKET SIZE, BY APPLICATION,  2017–2019 (USD MILLION)
                       TABLE 138 UK: MARKET SIZE, BY APPLICATION,  2020–2026 (USD MILLION)
                       TABLE 139 UK: MARKET SIZE, BY VERTICAL, 2017–2019 (USD MILLION)
                       TABLE 140 UK: MARKET SIZE, BY VERTICAL,  2020–2026 (USD MILLION)
             12.3.6 FRANCE
             12.3.7 REST OF EUROPE
     12.4 ASIA PACIFIC
             12.4.1 ASIA PACIFIC: QUANTUM COMPUTING SOFTWARE MARKET DRIVERS
             12.4.2 ASIA PACIFIC: COVID-19 IMPACT
             12.4.3 ASIA PACIFIC: REGULATORY IMPLICATIONS
                       12.4.3.1 Privacy commissioner for personal data
                       12.4.3.2 Act on the protection of personal information
                       12.4.3.3 Critical information infrastructure
                       12.4.3.4 International organization for standardization 27001
                       12.4.3.5 Personal data protection act
                                   FIGURE 33 ASIA PACIFIC: MARKET SNAPSHOT
                                   TABLE 141 ASIA PACIFIC: QUANTUM COMPUTING SOFTWARE MARKET SIZE, BY COMPONENT,  2017–2019 (USD MILLION)
                                   TABLE 142 ASIA PACIFIC: MARKET SIZE, BY COMPONENT,  2020–2026 (USD MILLION)
                                   TABLE 143 ASIA PACIFIC: MARKET SIZE, BY SERVICE,  2017–2019 (USD MILLION)
                                   TABLE 144 ASIA PACIFIC: MARKET SIZE, BY SERVICE,  2020–2026 (USD MILLION)
                                   TABLE 145 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE, 2017–2019 (USD MILLION)
                                   TABLE 146 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE, 2020–2026 (USD MILLION)
                                   TABLE 147 ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2017–2019 (USD MILLION)
                                   TABLE 148 ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2020–2026 (USD MILLION)
                                   TABLE 149 ASIA PACIFIC: MARKET SIZE, BY APPLICATION,  2017–2019 (USD MILLION)
                                   TABLE 150 ASIA PACIFIC: MARKET SIZE, BY APPLICATION,  2020–2026 (USD MILLION)
                                   TABLE 151 ASIA PACIFIC: MARKET SIZE, BY VERTICAL,  2017–2019 (USD MILLION)
                                   TABLE 152 ASIA PACIFIC: MARKET SIZE, BY VERTICAL,  2020–2026 (USD MILLION)
                                   TABLE 153 ASIA PACIFIC: MARKET SIZE, BY COUNTRY,  2017–2019 (USD MILLION)
                                   TABLE 154 ASIA PACIFIC: MARKET SIZE, BY COUNTRY,  2020–2026 (USD MILLION)
             12.4.4 CHINA
                       TABLE 155 CHINA: QUANTUM COMPUTING SOFTWARE MARKET SIZE, BY COMPONENT,  2017–2019 (USD MILLION)
                       TABLE 156 CHINA: MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION)
                       TABLE 157 CHINA: MARKET SIZE, BY SERVICE,  2017–2019 (USD MILLION)
                       TABLE 158 CHINA: MARKET SIZE, BY SERVICE,  2020–2026 (USD MILLION)
                       TABLE 159 CHINA: MARKET SIZE, BY DEPLOYMENT MODE,  2017–2019 (USD MILLION)
                       TABLE 160 CHINA: MARKET SIZE, BY DEPLOYMENT MODE,  2020–2026 (USD MILLION)
                       TABLE 161 CHINA: MARKET SIZE, BY ORGANIZATION SIZE,  2017–2019 (USD MILLION)
                       TABLE 162 CHINA: MARKET SIZE, BY ORGANIZATION SIZE,  2020–2026 (USD MILLION)
                       TABLE 163 CHINA: MARKET SIZE, BY APPLICATION,  2017–2019 (USD MILLION)
                       TABLE 164 CHINA: MARKET SIZE, BY APPLICATION,  2020–2026 (USD MILLION)
                       TABLE 165 CHINA: MARKET SIZE, BY VERTICAL,  2017–2019 (USD MILLION)
                       TABLE 166 CHINA: MARKET SIZE, BY VERTICAL,  2020–2026 (USD MILLION)
             12.4.5 JAPAN
             12.4.6 SOUTH KOREA
             12.4.7 REST OF ASIA PACIFIC
     12.5 REST OF THE WORLD
             12.5.1 REST OF THE WORLD: QUANTUM COMPUTING SOFTWARE MARKET DRIVERS
             12.5.2 REST OF THE WORLD: COVID-19 IMPACT
                       TABLE 167 ROW: MARKET SIZE, BY COMPONENT,  2017–2019 (USD MILLION)
                       TABLE 168 ROW: MARKET SIZE, BY COMPONENT,  2020–2026 (USD MILLION)
                       TABLE 169 ROW: MARKET SIZE, BY SERVICE, 2017–2019 (USD MILLION)
                       TABLE 170 ROW: MARKET SIZE, BY SERVICE,  2020–2026 (USD MILLION)
                       TABLE 171 ROW: MARKET SIZE, BY DEPLOYMENT MODE,  2017–2019 (USD MILLION)
                       TABLE 172 ROW: MARKET SIZE, BY DEPLOYMENT MODE,  2020–2026 (USD MILLION)
                       TABLE 173 ROW: MARKET SIZE, BY ORGANIZATION SIZE,  2017–2019 (USD MILLION)
                       TABLE 174 ROW: MARKET SIZE, BY ORGANIZATION SIZE,  2020–2026 (USD MILLION)
                       TABLE 175 ROW: MARKET SIZE, BY APPLICATION,  2017–2019 (USD MILLION)
                       TABLE 176 ROW: MARKET SIZE, BY APPLICATION,  2020–2026 (USD MILLION)
                       TABLE 177 ROW: MARKET SIZE, BY VERTICAL,  2017–2019 (USD MILLION)
                       TABLE 178 ROW: MARKET SIZE, BY VERTICAL,  2020–2026 (USD MILLION)
                       TABLE 179 ROW: MARKET SIZE, BY COUNTRY,  2017–2019 (USD MILLION)
                       TABLE 180 ROW: MARKET SIZE, BY COUNTRY,  2020–2026 (USD MILLION)
             12.5.3 LATIN AMERICA
             12.5.4 MIDDLE EAST AND AFRICA

13 COMPETITIVE LANDSCAPE (Page No. - 184)
     13.1 OVERVIEW
     13.2 MARKET EVALUATION FRAMEWORK
               FIGURE 34 QUANTUM COMPUTING SOFTWARE MARKET EVALUATION FRAMEWORK
     13.3 MARKET RANKING
               FIGURE 35 MARKET RANKING IN 2020
     13.4 MARKET SHARE ANALYSIS
               TABLE 181 MARKET: DEGREE OF COMPETITION
               FIGURE 36 MARKET SHARE ANALYSIS OF COMPANIES IN MARKET
     13.5 KEY MARKET DEVELOPMENTS
               FIGURE 37 KEY DEVELOPMENTS IN MARKET  FOR 2019–2021
             13.5.1 NEW PRODUCT LAUNCHES
                       TABLE 182 MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, 2019–2021
             13.5.2 DEALS
                       TABLE 183 QUANTUM COMPUTING SOFTWARE MARKET: DEALS, 2019–2021
     13.6 COMPANY EVALUATION MATRIX
               TABLE 184 COMPANY PRODUCT FOOTPRINT
               TABLE 185 COMPANY APPLICATION FOOTPRINT
               TABLE 186 COMPANY REGION FOOTPRINT
               TABLE 187 COMPANY COMPONENT FOOTPRINT
             13.6.1 STAR
             13.6.2 EMERGING LEADER
             13.6.3 PERVASIVE
             13.6.4 PARTICIPANT
                       FIGURE 38 GLOBAL QUANTUM COMPUTING SOFTWARE MARKET, COMPANY EVALUATION MATRIX
     13.7 START-UP/SME EVALUATION MATRIX, 2021
             13.7.1 PROGRESSIVE COMPANY
             13.7.2 RESPONSIVE COMPANY
             13.7.3 DYNAMIC COMPANY
             13.7.4 STARTING BLOCK
                       FIGURE 39 GLOBAL QUANTUM COMPUTING SOFTWARE: STARTUP/SME EVALUATION MATRIX, 2021

14 COMPANY PROFILES (Page No. - 198)
     14.1 INTRODUCTION
     14.2 MAJOR PLAYERS
(Business overview, Recent developments, COVID-19-related developments, MNM view, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats)*
             14.2.1 IBM
                       TABLE 188 IBM: BUSINESS OVERVIEW
                       FIGURE 40 IBM: COMPANY SNAPSHOT
                       TABLE 189 IBM: PRODUCTS OFFERED
                       TABLE 190 IBM: QUANTUM COMPUTING SOFTWARE MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 191 IBM: MARKET: DEALS
             14.2.2 MICROSOFT
                       TABLE 192 MICROSOFT: BUSINESS OVERVIEW
                       FIGURE 41 MICROSOFT: COMPANY SNAPSHOT
                       TABLE 193 MICROSOFT: PRODUCTS OFFERED
                       TABLE 194 MICROSOFT: MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 195 MICROSOFT: MARKET: DEALS
             14.2.3 AWS
                       TABLE 196 AWS: BUSINESS OVERVIEW
                       FIGURE 42 AWS: COMPANY SNAPSHOT
                       TABLE 197 AWS: PRODUCTS OFFERED
                       TABLE 198 AWS: QUANTUM COMPUTING SOFTWARE MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS
             14.2.4 D-WAVE SYSTEMS
                       TABLE 199 D-WAVE SYSTEMS: BUSINESS OVERVIEW
                       TABLE 200 D-WAVE SYSTEMS: PRODUCTS OFFERED
                       TABLE 201 D-WAVE SYSTEMS: MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 202 D-WAVE SYSTEM: MARKET: DEALS
                       TABLE 203 D-WAVE SYSTEMS: MARKET: OTHER DEVELOPMENTS
             14.2.5 RIGETTI COMPUTING
                       TABLE 204 RIGETTI COMPUTING: BUSINESS OVERVIEW
                       TABLE 205 RIGETTI COMPUTING: PRODUCTS OFFERED
                       TABLE 206 RIGETTI COMPUTING: MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 207 RIGETTI COMPUTING: MARKET: DEALS
                       TABLE 208 RIGETTI COMPUTING: MARKET: OTHER DEVELOPMENTS
             14.2.6 GOOGLE
                       TABLE 209 GOOGLE: BUSINESS OVERVIEW
                       FIGURE 43 GOOGLE: COMPANY SNAPSHOT
                       TABLE 210 GOOGLE: PRODUCTS OFFERED
                       TABLE 211 GOOGLE: QUANTUM COMPUTING SOFTWARE MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 212 GOOGLE: MARKET: OTHER DEVELOPMENTS
             14.2.7 HONEYWELL
                       TABLE 213 HONEYWELL: BUSINESS OVERVIEW
                       FIGURE 44 HONEYWELL: COMPANY SNAPSHOT
                       TABLE 214 HONEYWELL: PRODUCTS OFFERED
                       TABLE 215 HONEYWELL: MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 216 HONEYWELL: MARKET: DEALS
             14.2.8 QC WARE
                       TABLE 217 QC WARE: BUSINESS OVERVIEW
                       TABLE 218 QC WARE: PRODUCTS OFFERED
                       TABLE 219 QC WARE: MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 220 QC WARE: MARKET: DEALS
             14.2.9 1QBIT
                       TABLE 221 1QBIT: BUSINESS OVERVIEW
                       TABLE 222 1QBIT: PRODUCTS OFFERED
                       TABLE 223 1QBIT: QUANTUM COMPUTING SOFTWARE MARKET: DEALS
                       TABLE 224 1QBIT: MARKET: OTHER DEVELOPMENTS
             14.2.10 CAMBRIDGE QUANTUM COMPUTING
                       TABLE 225 CAMBRIDGE QUANTUM COMPUTING: BUSINESS OVERVIEW
                       TABLE 226 CAMBRIDGE QUANTUM COMPUTING: PRODUCTS OFFERED
                       TABLE 227 CAMBRIDGE QUANTUM COMPUTING: MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 228 CAMBRIDGE QUANTUM COMPUTING: MARKET: DEALS
                       TABLE 229 CAMBRIDGE QUANTUM COMPUTING: MARKET: OTHER DEVELOPMENTS
             14.2.11 FUJITSU
                       TABLE 230 FUJITSU: BUSINESS OVERVIEW
                       FIGURE 45 FUJITSU: COMPANY SNAPSHOT
                       TABLE 231 FUJITSU: PRODUCTS OFFERED
                       TABLE 232 FUJITSU: MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 233 FUJITSU: MARKET: DEALS
             14.2.12 HUAWEI
                       TABLE 234 HUAWEI: BUSINESS OVERVIEW
                       FIGURE 46 HUAWEI: COMPANY SNAPSHOT
                       TABLE 235 HUAWEI: PRODUCTS OFFERED
                       TABLE 236 HUAWEI: QUANTUM COMPUTING SOFTWARE MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS
             14.2.13 ACCENTURE
                       TABLE 237 ACCENTURE: BUSINESS OVERVIEW
                       FIGURE 47 ACCENTURE: COMPANY SNAPSHOT
                       TABLE 238 ACCENTURE: PRODUCTS OFFERED
                       TABLE 239 ACCENTURE: MARKET: OTHER DEVELOPMENTS
     14.3 OTHER PLAYERS
             14.3.1 RIVERLANE
             14.3.2 ZAPATA COMPUTING
             14.3.3 QUANTUM CIRCUITS
             14.3.4 QUANTICA COMPUTACAO
             14.3.5 XANADU
             14.3.6 QUANTASTICA
             14.3.7 VERIQLOUD
             14.3.8 AVANETIX
             14.3.9 KUANO
             14.3.10 RAHKO
             14.3.11 KETITA LABS
             14.3.12 ALIRO QUANTUM

*Details on Business overview, Recent developments, COVID-19-related developments, MNM view, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.

15 ADJACENT/RELATED MARKETS (Page No. - 245)
     15.1 QUANTUM CRYPTOGRAPHY MARKET
             15.1.1 LIMITATIONS OF THE STUDY
             15.1.2 MARKET OVERVIEW
             15.1.3 QUANTUM CRYPTOGRAPHY MARKET, BY COMPONENT
                       TABLE 240 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY COMPONENT, 2017–2019 (USD THOUSAND)
                       TABLE 241 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY COMPONENT, PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 242 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY COMPONENT, POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       15.1.3.1 Solutions
                                   TABLE 243 SOLUTIONS: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  2017–2019 (USD THOUSAND)
                                   TABLE 244 SOLUTIONS: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                                   TABLE 245 SOLUTIONS: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       15.1.3.2 Services
                                   TABLE 246 SERVICES: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, 2017–2019 (USD THOUSAND)
                                   TABLE 247 SERVICES: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                                   TABLE 248 SERVICES: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
             15.1.4 QUANTUM CRYPTOGRAPHY MARKET, BY SERVICES
                       TABLE 249 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE, 2017–2019 (USD THOUSAND)
                       TABLE 250 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE, PRE-COVID-19 SCENARIO,  2019–2025 (USD THOUSAND)
                       TABLE 251 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE, POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       15.1.4.1 Consulting and Advisory Services
                                   TABLE 252 CONSULTING AND ADVISORY: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, 2017–2019 (USD THOUSAND)
                                   TABLE 253 CONSULTING AND ADVISORY: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                                   TABLE 254 CONSULTING AND ADVISORY: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       15.1.4.2 Deployment and Integration Services
                                   TABLE 255 DEPLOYMENT AND INTEGRATION: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, 2017–2019 (USD THOUSAND)
                                   TABLE 256 DEPLOYMENT AND INTEGRATION: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                                   TABLE 257 DEPLOYMENT AND INTEGRATION: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                                   15.1.4.3 Support and Maintenance Services
                                   TABLE 258 SUPPORT AND MAINTENANCE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, 2017–2019 (USD THOUSAND)
                                   TABLE 259 SUPPORT AND MAINTENANCE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                                   TABLE 260 SUPPORT AND MAINTENANCE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
             15.1.5 QUANTUM CRYPTOGRAPHY MARKET, BY SECURITY TYPE
                       TABLE 261 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE, 2017–2019 (USD THOUSAND)
                       TABLE 262 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE, PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 263 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE, POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       15.1.5.1 Network security
                                   TABLE 264 NETWORK SECURITY: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  2017–2019 (USD THOUSAND)
                                   TABLE 265 NETWORK SECURITY: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                                   TABLE 266 NETWORK SECURITY: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       15.1.5.2 Application security
                                   TABLE 267 APPLICATION SECURITY: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  2017–2019 (USD THOUSAND)
                                   TABLE 268 APPLICATION SECURITY: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                                   TABLE 269 APPLICATION SECURITY: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
             15.1.6 QUANTUM CRYPTOGRAPHY MARKET, BY VERTICAL
                       TABLE 270 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY VERTICAL, 2017–2019 (USD THOUSAND)
                       TABLE 271 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY VERTICAL, PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 272 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY VERTICAL, POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 273 GOVERNMENT AND DEFENSE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, 2017–2019 (USD THOUSAND)
                       TABLE 274 GOVERNMENT AND DEFENSE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 275 GOVERNMENT AND DEFENSE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 276 BANKING, FINANCIAL SERVICES, AND INSURANCE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, 2017–2019 (USD THOUSAND)
                       TABLE 277 BANKING, FINANCIAL SERVICES, AND INSURANCE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 278 BANKING, FINANCIAL SERVICES, AND INSURANCE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 279 HEALTHCARE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, 2017–2019 (USD THOUSAND)
                       TABLE 280 HEALTHCARE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 281 HEALTHCARE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 282 AUTOMOTIVE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, 2017–2019 (USD THOUSAND)
                       TABLE 283 AUTOMOTIVE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 284 AUTOMOTIVE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
             15.1.7 QUANTUM CRYPTOGRAPHY MARKET, BY REGION
                       TABLE 285 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, 2017–2019 (USD THOUSAND)
                       TABLE 286 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, PRE-COVID-19 SCENARIO,  2019–2025 (USD THOUSAND)
                       TABLE 287 QUANTUM CRYPTOGRAPHY MARKET SIZE, BY REGION, POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 288 AMERICAS: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE,  2017–2019 (USD THOUSAND)
                       TABLE 289 AMERICAS: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 290 AMERICAS: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 291 AMERICAS: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE,  2017–2019 (USD THOUSAND)
                       TABLE 292 AMERICAS: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 293 AMERICAS: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 294 AMERICAS: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY VERTICAL, 2017–2019 (USD THOUSAND)
                       TABLE 295 AMERICAS: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY VERTICAL,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 296 AMERICAS: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY VERTICAL,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 297 EUROPE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY COMPONENT, 2017–2019 (USD THOUSAND)
                       TABLE 298 EUROPE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY COMPONENT,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 299 EUROPE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY COMPONENT,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 300 EUROPE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE,  2017–2019 (USD THOUSAND)
                       TABLE 301 EUROPE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 302 EUROPE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 303 EUROPE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE,  2017–2019 (USD THOUSAND)
                       TABLE 304 EUROPE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 305 EUROPE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 306 EUROPE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY VERTICAL, 2017–2019 (USD THOUSAND)
                       TABLE 307 EUROPE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY VERTICAL,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 308 EUROPE: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY VERTICAL,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 309 ASIA PACIFIC: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY COMPONENT,  2017–2019 (USD THOUSAND)
                       TABLE 310 ASIA PACIFIC: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY COMPONENT,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 311 ASIA PACIFIC: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY COMPONENT,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 312 ASIA PACIFIC: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE, 2017–2019 (USD THOUSAND)
                       TABLE 313 ASIA PACIFIC: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 314 ASIA PACIFIC: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 315 ASIA PACIFIC: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE,  2017–2019 (USD THOUSAND)
                       TABLE 316 ASIA PACIFIC: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 317 ASIA PACIFIC: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 318 ASIA PACIFIC: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY VERTICAL,  2017–2019 (USD THOUSAND)
                       TABLE 319 ASIA PACIFIC: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY VERTICAL,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 320 ASIA PACIFIC: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY VERTICAL,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 321 MIDDLE EAST AND AFRICA: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY COMPONENT, 2017–2019 (USD THOUSAND)
                       TABLE 322 MIDDLE EAST AND AFRICA: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY COMPONENT, PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 323 MIDDLE EAST AND AFRICA: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY COMPONENT, POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 324 MIDDLE EAST AND AFRICA: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE, 2017–2019 (USD THOUSAND)
                       TABLE 325 MIDDLE EAST AND AFRICA: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE,  PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 326 MIDDLE EAST AND AFRICA: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SERVICE,  POST-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 327 MIDDLE EAST AND AFRICA: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE, 2017–2019 (USD THOUSAND)
                       TABLE 328 MIDDLE EAST AND AFRICA: QUANTUM CRYPTOGRAPHY MARKET SIZE, BY SECURITY TYPE, PRE-COVID-19 SCENARIO, 2019–2025 (USD THOUSAND)
                       TABLE 329 MIDDLE EAST AND AFRICA: QUANTUM CRYPTOGRAPHY MARKET SIZE,  POST-COVID-19 SCENARIO, BY SECURITY TYPE, 2019–2025 (USD THOUSAND)
     15.2 DEEP LEARNING MARKET
             15.2.1 MARKET DEFINITION
             15.2.2 MARKET OVERVIEW
             15.2.3 DEEP LEARNING MARKET, BY OFFERING
                       TABLE 330 DEEP LEARNING MARKET, BY OFFERING, 2015–2023 (USD MILLION)
                       15.2.3.1 Hardware
                                   TABLE 331 DEEP LEARNING MARKET, BY HARDWARE, 2015–2023 (USD MILLION)
                       15.2.3.2 Processor
                                   TABLE 332 DEEP LEARNING MARKET, BY PROCESSOR, 2015–2023 (USD MILLION)
                                   TABLE 333 DEEP LEARNING MARKET, BY PROCESSOR, 2015–2023 (THOUSAND UNITS)
                       15.2.3.3 Memory
                       15.2.3.4 Network
                                   TABLE 334 DEEP LEARNING HARDWARE MARKET, BY APPLICATION, 2015–2023 (USD MILLION)
                                   TABLE 335 DEEP LEARNING HARDWARE MARKET, BY END-USER INDUSTRY, 2015–2023 (USD MILLION)
             15.2.4 SOFTWARE
                       TABLE 336 DEEP LEARNING MARKET, BY SOFTWARE, 2015–2023 (USD MILLION)
                       TABLE 337 DEEP LEARNING SOFTWARE MARKET, BY APPLICATION,  2015–2023 (USD MILLION)
                       TABLE 338 DEEP LEARNING SOFTWARE MARKET, BY END-USER INDUSTRY,  2015–2023 (USD MILLION)
             15.2.5 SERVICES
                       TABLE 339 DEEP LEARNING MARKET, BY SERVICE, 2015–2023 (USD MILLION)
                       TABLE 340 DEEP LEARNING SERVICE MARKET, BY APPLICATION, 2015–2023 (USD MILLION)
                       TABLE 341 DEEP LEARNING SERVICE MARKET, BY END-USER INDUSTRY,  2015–2023 (USD MILLION)
             15.2.6 DEEP LEARNING MARKET, BY APPLICATION
                       TABLE 342 DEEP LEARNING MARKET, BY APPLICATION, 2015–2023 (USD MILLION)
                       15.2.6.1 Image recognition
                                   TABLE 343 DEEP LEARNING MARKET FOR IMAGE RECOGNITION, BY OFFERING, 2015–2023 (USD MILLION)
                       15.2.6.2 Signal recognition
                                   TABLE 344 DEEP LEARNING MARKET FOR SIGNAL RECOGNITION, BY OFFERING, 2015–2023 (USD MILLION)
                       15.2.6.3 Data mining
                                   TABLE 345 DEEP LEARNING MARKET FOR DATA MINING, BY OFFERING, 2015–2023 (USD MILLION)
             15.2.7 DEEP LEARNING MARKET, BY END USER INDUSTRY
                       TABLE 346 DEEP LEARNING MARKET, BY END-USER INDUSTRY, 2015–2023 (USD MILLION)
                       TABLE 347 DEEP LEARNING MARKET FOR HEALTHCARE, BY OFFERING,  2015–2023 (USD MILLION)
                       TABLE 348 DEEP LEARNING MARKET FOR HEALTHCARE, BY APPLICATION, 2015–2023 (USD MILLION)
                       TABLE 349 DEEP LEARNING MARKET FOR MANUFACTURING, BY OFFERING, 2015–2023 (USD MILLION)
                       TABLE 350 DEEP LEARNING MARKET FOR MANUFACTURING, BY APPLICATION, 2015–2023 (USD MILLION)
                       TABLE 351 DEEP LEARNING MARKET FOR AUTOMOTIVE, BY OFFERING,  2015–2023 (USD MILLION)
                       TABLE 352 DEEP LEARNING MARKET FOR AUTOMOTIVE, BY APPLICATION, 2015–2023 (USD MILLION)
                       TABLE 353 DEEP LEARNING MARKET FOR AGRICULTURE, BY OFFERING, 2015–2023 (USD MILLION)
                       TABLE 354 DEEP LEARNING MARKET FOR AGRICULTURE, BY APPLICATION, 2015–2023 (USD MILLION)
                       TABLE 355 DEEP LEARNING MARKET FOR RETAIL, BY OFFERING,  2015–2023 (USD MILLION)
                       TABLE 356 DEEP LEARNING MARKET FOR RETAIL, BY APPLICATION, 2015–2023 (USD MILLION)
                       TABLE 357 DEEP LEARNING MARKET FOR SECURITY, BY APPLICATION, 2015–2023 (USD MILLION)
                       TABLE 358 DEEP LEARNING MARKET FOR HR, BY APPLICATION,  2015–2023 (USD MILLION)
                       TABLE 359 DEEP LEARNING MARKET FOR MARKETING, BY OFFERING,  2015–2023 (USD MILLION)
                       TABLE 360 DEEP LEARNING MARKET FOR LAW, BY OFFERING, 2015–2023 (USD MILLION)
                       TABLE 361 DEEP LEARNING MARKET FOR FINTECH, BY OFFERING, 2015–2023 (USD MILLION)
             15.2.8 DEEP LEARNING MARKET, BY REGION
                       TABLE 362 DEEP LEARNING MARKET, BY REGION, 2015–2023 (USD MILLION)
                       TABLE 363 DEEP LEARNING MARKET IN NORTH AMERICA, BY COUNTRY, 2015–2023 (USD MILLION)
                       TABLE 364 DEEP LEARNING MARKET IN EUROPE, BY COUNTRY,  2015–2023 (USD MILLION)
                       TABLE 365 DEEP LEARNING MARKET IN UK, BY END-USER INDUSTRY, 2015–2023 (USD MILLION)
                       TABLE 366 DEEP LEARNING MARKET IN GERMANY, BY END-USER INDUSTRY,  2015–2023 (USD MILLION)
                       TABLE 367 DEEP LEARNING MARKET IN FRANCE, BY END-USER INDUSTRY, 2015–2023 (USD MILLION)
                       TABLE 368 DEEP LEARNING MARKET IN APAC, BY COUNTRY, 2015–2023 (USD MILLION)
                       TABLE 369 DEEP LEARNING MARKET IN CHINA, BY END-USER INDUSTRY, 2015–2023 (USD MILLION)
                       TABLE 370 DEEP LEARNING MARKET IN INDIA, BY END-USER INDUSTRY,  2015–2023 (USD MILLION)
                       TABLE 371 DEEP LEARNING MARKET IN ROW, BY REGION, 2015–2023 (USD MILLION)
                       TABLE 372 DEEP LEARNING MARKET IN MIDDLE EAST AND AFRICA, BY END-USER INDUSTRY,  2015–2023 (USD MILLION)
                       TABLE 373 DEEP LEARNING MARKET IN SOUTH AMERICA, BY END-USER INDUSTRY,  2015–2023 (USD MILLION)

16 APPENDIX (Page No. - 298)
     16.1 DISCUSSION GUIDE
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The study involved four major activities to estimate the current market size for the Quantum Computing Software market. An exhaustive secondary research was done to collect information on the Quantum Computing Software market. The next step was to validate these findings, assumptions, and sizing with industry experts across the value chain using primary research. Both top-down and bottom-up approaches were employed to estimate the complete market size. Thereafter, the market breakup and data triangulation procedures were used to estimate the market size of the segments and sub segments of Quantum Computing Software market.

Secondary Research

In the secondary research process, various secondary sources were referred to for identifying and collecting information for the study. The secondary sources included annual reports, press releases, and investor presentations of companies, and white papers, certified publications, and articles from recognized associations and government publishing sources. Several journals were also referred to, such as the International Journal of Computer Science and Information Technology and Security (IJCSITS), ScienceDirect, ResearchGate, Academic Journals, and Scientific.Net. Secondary research was mainly used to obtain key information about industry insights, market’s monetary chain, overall pool of key players, market classification, and segmentation according to industry trends to the bottom-most level, regional markets, and key developments from both market- and technology-oriented perspectives

Primary Research

In the primary research process, various primary sources from both supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side included industry experts, such as chief executive officers (CEOs), chief technology officers (CTOs), chief operating officers (COOs), vice presidents (VPs), managing directors (MDs), technology and innovation directors, and related key executives from different key companies and organizations operating in the quantum computing software market.

Given below is the breakup of the primary respondents:

Quantum Computing Software Market  Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

The top-down and bottom-up approaches were used to estimate and validate the size of the global Quantum Computing Software market and various other dependent submarkets in the overall market. An exhaustive list of all the players offering services in the Quantum Computing Software market was prepared while using the top-down approach. The market share for all the players in the market was estimated through annual reports, press releases, funding, investor presentations, paid databases, and primary interviews. Each player was evaluated based on its component (solutions and services), location (on board and instation), functional model, transportation mode (roadways, railways, and airways and waterways), and region. The aggregate of all companies’ revenues was extrapolated to reach the overall market size.

Further, each subsegment was studied and analyzed for its global market size and regional penetration. The markets were triangulated through both primary and secondary research. The primary procedure included extensive interviews for key insights from the industry leaders, such as Chief Executive Officers (CEOs), Vice Presidents (VPs), directors, and marketing executives.

Data Triangulation

After arriving at the overall market size using the market size estimation processes as explained above, the market was split into several segments and subsegments. The data triangulation and market breakup procedures were employed, wherever applicable to complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment. The data was triangulated by studying various factors and trends from both the demand and supply sides.

Report Objectives

  • To determine and forecast the global quantum computing software market based on component (software and services), organization size, deployment mode, application, technology, vertical, and region from 2020 to 2026, and analyze various macroeconomic and microeconomic factors that affect market growth
  • To forecast the size of the market segments with respect to four major regions: North America, Europe, Asia Pacific (APAC), and Rest of the World (RoW)
  • To provide detailed information about the major factors (drivers, restraints, opportunities, and challenges) influencing the growth of the market
  • To analyze each submarket with respect to individual growth trends, prospects, and contributions to the quantum computing software market
  • To analyze the opportunities in the market for stakeholders by identifying the high-growth segments of the market
  • To profile the key market players; provide a comparative analysis on the basis of business overviews, regional presence, product offerings, business strategies, and key financials; and illustrate the competitive landscape of the market
  • To track and analyze competitive developments, such as mergers and acquisitions, product launches and developments, partnerships and collaborations, and research and development (R&D), in the market

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