Enterprise AI Market Analysis North America, Europe, APAC, Middle East and Africa, South America - US, Canada, China, Germany, UK - Size and Forecast 2024-2028

Published: Feb 2024 Pages: 182 SKU: IRTNTR74431

Enterprise Artificial Intelligence (AI) Market Forecast 2024-2028

The Enterprise Artificial Intelligence (AI) Market size is projected to increase by USD 48.96 billion, at a CAGR of 46.52% between 2023 and 2028. The market is witnessing accelerated growth driven by the surging interest in chatbot AI solutions, catering to diverse industry needs. Enterprises are increasingly adopting automation to streamline operations, boost efficiency, and enhance customer experiences. With a focus on intelligent business models, organizations are leveraging AI technologies to gain competitive advantages in the market landscape. This market evolution reflects the growing recognition of AI's transformative potential across various sectors, propelling the adoption of advanced AI solutions for enterprise-level applications.

What will be the Size of the Market During the Forecast Period?

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The market is experiencing significant growth driven by strategic investments and advancements in cutting-edge technologies. With the rise of Industrial Internet of Things (IIoT), autonomous mobility, and integrated systems, enterprises are embracing AI to enhance operational efficiency and drive digital transformation. Pittsburgh-based startups and organizations worldwide are leveraging AI for advanced manufacturing, predictive analytics, and AI governance. Additionally, the adoption of private 5G networks, cloud, and edge computing is further fueling the growth of the market, empowering businesses to harness the power of AI for competitive advantage and innovation.

Market Dynamics and Customer Landscape

The market is transforming business processes and driving digitalization across industries. Companies are leveraging AI adoption to enhance profitability and achieve better business outcomes. With advanced manufacturing and cutting-edge robotics, enterprises optimize production processes and improve operating efficiency. Strategic investments in AI governance and predictive analytics solutions enable businesses to streamline process flows and reduce operating costs. Private 5G networks support seamless connectivity for IIOT devices, while cloud and edge computing facilitate big-data 'AI' analytics. SwissSEM and Pittsburgh-based startups lead innovation in digital manufacturing, integrating autonomous mobility and enterprise software applications for enhanced business performance.

Key Market Driver

Rising demand for automation among enterprises is the key factor driving market growth. Businesses are increasingly recognizing the transformative potential of artificial intelligence in automating routine tasks, streamlining processes, and augmenting overall operational efficiency. In addition, as enterprises seek to optimize their workflows and reduce manual interventions, AI technologies play a pivotal role. Automation not only accelerates processes but also minimizes errors, leading to improved productivity and cost-effectiveness. 

Moreover, the versatility of AI solutions in addressing varied business needs further propels the growth of the global enterprise artificial intelligence (AI) market. The ongoing digital transformation journey of enterprises, where automation is a key enabler, further underscores the significance of AI technologies in shaping the future landscape of business operations. The demand for automation is expected to increase, which will drive market growth during the forecast period.

Significant Market Trends

Increasing focus on AI-ready solutions is the primary trend shaping market growth. Several businesses across the globe are using AI-ready solutions to incorporate AI into business strategies. Enterprises can plug AI-ready tools into any element of their business workflow that involves data. Leveraging tools, such as sentiment analysis, classification, and prediction algorithms, allows several businesses to derive useful insights from large amounts of data.

Additionally, aligned with market trends and analysis, SMEs can use third-party AI-ready tools with easy-to-use interfaces and efficient machine-learning functionality to manage their data workflow. Workflow automation coupled with business intelligence through AI tools will save businesses time and money while enabling them to stay competitive in the data-driven economy. This, in turn, will drive market growth during the forecast period.

Major Market Restrain

The complexity of understanding data is a challenge that affects market growth. The current AI technologies, which include IBM Watson, find it difficult to process information as humans do. This is because most of the information is processed as data and not as a language. Contextual issues arise because AI processes the information as spatial text. Natural language needs to be processed in the right context. Context can only be developed when the language is understood and not only by reading words. The final issue is that of understandability.

Also, AI technologies need to process the data and reach the right understanding to make decisions. Without any understanding capability, AI technology will not be able to resolve complex issues. Furthermore, AI strategies do not understand the needs of data. This is a major challenge for enterprise AI as several AI tools need to analyze huge volumes of information that are processed continuously. Issues related to language, context, and reasoning need to be overcome by enterprise AI. This, in turn, will impede the growth of the market during the forecast period.

Customer Landscape

The market forecasting report includes the adoption lifecycle of the market research and growth, covering from the innovator’s stage to the laggard’s stage. It focuses on adoption rates in different regions based on penetration. Furthermore, the report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their market growth and trends strategies.

Global Market Customer Landscape

Market Segmentation

In the deployment segment of the market, businesses leverage AI technologies to streamline various aspects of their operations. Through digitalization and integration with enterprise software applications, AI enhances business processes and process flows, optimizing efficiency and reducing operating costs. Organizations strategically invest in cutting-edge robotics and integrated systems to automate production processes, leading to improved profitability and operating efficiency. Critical manufacturing sectors like SwissSEM benefit from AI's ability to analyze data and optimize processes, resulting in enhanced business outcomes and cost savings. Overall, AI deployment fosters a digital manufacturing environment, driving strategic investments and yielding tangible benefits across industries.

By Deployment

The market share growth by the on-premises segment will be significant during the forecast period. In the on-premises deployment model, AI infrastructure is installed within the customer's premises. One of the major drivers for the growth of the segment is the increasing need for security. Buyers want to have complete control over hardware and software. Thus, they prefer on-premises AI infrastructure over cloud-based AI infrastructure. Many major clients across the world require AI infrastructure to be installed on-premises. This increases the security level of the data that is being processed. Several firms are adopting on-premises AI. 

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The on-premises segment showed a gradual increase in the market share of USD 900 million in 2018. Firms that increase their initial investments in AI enterprise infrastructure will most likely invest in storage devices that can support large amounts of information. Several firms are expected to invest large amounts in hardware and software required for enterprise AI. However, the major drawback of on-premises AI infrastructure is the upfront capital expenditure required for installation. This discourages customers from adopting on-premises AI infrastructure. This is expected to have a negative impact on the growth of the on-premises segment of the global market during the forecast period.

Regional Overview

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North America is estimated to contribute 37% to the growth of the global market during the forecast period. 
Technavio's analysts have provided extensive insight into the market forecast, detailing the regional trends and drivers influencing the market's trajectory throughout the forecast period. North America dominates the global market, driven by widespread AI adoption by companies like IBM, Intel, and Microsoft. Collaborative efforts in AI system development are notable, with the BFSI sector, including Wells Fargo and Bank of America, integrating AI for operational enhancement. The US government emphasizes AI's positive impact on education, healthcare, policing, and transportation. IBM's acquisition of Sentaca in 2022 and the region's booming e-commerce market further propelled market growth, enabling personalized campaigns and revenue growth for businesses during the forecast period. 

Who are the Major Market Companies?

Companies are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market.

  • Abacus.AI: The company offers Enterprise-AI which enterprises make use of artificial intelligence AI by empowering developers to build custom models from data sets. They also use LLM Ops and ML Ops.
  • Alphabet Inc.: The company offers Enterprise-AI through Google Cloud services, along with AI and machine learning solutions that can leverage the built-in AI power for various infrastructures.
  • C3.ai Inc.: The company offers Enterprise-AI such as the C3 AI Platform that provides comprehensive service enterprise-scales to build enterprise-scale AI applications more efficiently and cost-effectively than alternative approaches.

The market  growth and forecasting report also includes detailed analyses of the competitive landscape of the market and information about 20 market companies, including:

  • Alteryx Inc.
  • Databricks Inc.
  • Dataiku Inc.
  • DataRobot Inc.
  • H2O.ai Inc.
  • Hewlett Packard Enterprise Co.
  • Hypersonix Inc.
  • Intel Corp.
  • International Business Machines Corp.
  • Microsoft Corp.
  • Oracle Corp.
  • Salesforce Inc.
  • SAP SE
  • SAS Institute Inc.
  • Sentient.io
  • Snowflake Inc.
  • Wipro Ltd.

The market analysis and report of qualitative and quantitative analysis of companies has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key market players. Data is qualitatively analyzed to categorize companies as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize companies as dominant, leading, strong, tentative, and weak.

Market Analyst Overview

The market is experiencing a paradigm shift amid the Fourth Industrial Revolution, characterized by the convergence of physical and advanced digital technologies like AI, IoT, and robotics. Enterprises employ autonomous mobility and enterprise software applications to streamline business processes and enhance efficiency. Cost reduction and improved business outcomes are achieved through continuous process improvement facilitated by analytics and AI-driven insights. Industrial automation, driven by intelligent robots and automated technologies, revolutionizes manufacturing processes across various industries. Amidst the technological revolution, a strategic investment in a cutting-edge Enterprise software application and an advanced Predictive analytics solution is driving unprecedented efficiencies across industries, heralding a new era of innovation and growth.

Investments in advanced manufacturing, such as edge computing and digital manufacturing, optimize operating efficiency and quality. Moreover, the integration of speech analytics and AI governance ensures compliance and governance standards are met. Cloud and edge computing solutions offer scalability and information management, while private 5G networks enhance connectivity and data transmission. As the market embraces digital transformation, strategic investments in cutting-edge robotics and AI from Pittsburgh-based startups and industry leaders like Bank of America drive innovation and shape the future of industrial enzyme applications.

In today's global landscape, the market stands at the forefront of innovation and transformation. With the advent of digitalization, companies are reimagining their production processes and optimizing process flows to enhance profitability. Critical manufacturing sectors are leveraging IIOT solutions to streamline operations, while strategic investments in enterprise software applications facilitate seamless integration across integrated systems. The implementation of SwissSEM technologies enables precise and efficient manufacturing processes, further bolstering operating costs. Moreover, the integration of Big-data 'AI' analytics and predictive analytics solutions empowers businesses to harness valuable insights for strategic decision-making. Embracing the public cloud, organizations unlock unprecedented scalability and agility, propelling them towards success in the ever-evolving landscape of enterprise AI.

Segment Overview

The market research report forecasts market growth by revenue at global, regional & country levels and provides an analysis of the latest trends and growth opportunities from 2018-2028

  • Deployment Outlook
    • On-premises
    • Cloud
  • End-user Outlook
    • Advertising, and media and entertainment
    • Retail and e-commerce
    • Medical and life sciences
    • BFSI
    • Government and defense and others
  • Region Outlook
    • North America
      • The U.S.
      • Canada
    • Europe
      • The U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • South America
      • Chile
      • Brazil
      • Argentina
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa

 Market Scope 

Report Coverage

Details

Page number

182

Base year

2023

Historic period

2018-2022

Forecast period

2024-2028

Growth momentum & CAGR

Accelerate at a CAGR of 46.52%

Market Growth 2024-2028

USD 48.96 billion

Market structure

Fragmented

YoY growth 2023-2024(%)

42.8

Regional analysis

North America, Europe, APAC, Middle East and Africa, and South America

Performing market contribution

North America at 37%

Key countries

US, Canada, China, Germany, and UK

Competitive landscape

Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks

Key companies profiled

Abacus.AI, Alphabet Inc., Alteryx Inc., C3.ai Inc., Databricks Inc., Dataiku Inc., DataRobot Inc., H2O.ai Inc., Hewlett Packard Enterprise Co., Hypersonix Inc., Intel Corp., International Business Machines Corp., Microsoft Corp., Oracle Corp., Salesforce Inc., SAP SE, SAS Institute Inc., Sentient.io, Snowflake Inc., and Wipro Ltd.

Market dynamics

Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, and Market condition analysis for forecast period. 

Customization purview

If our report has not included the data that you are looking for, you can reach out to our analysts and get segments customized.

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What are the Key Data Covered in this Market Research Report?

  • CAGR of the market report forecast during the forecast period
  • Detailed information on factors that will drive the growth of the market  between 2024 and 2028
  • Precise estimation of the market size and its contribution of the market in focus to the parent market
  • Accurate predictions about upcoming trends and changes in consumer behavior
  • Market growth analysis across North America, Europe, APAC, Middle East and Africa, and South America
  • Thorough market analysis and report of the market’s competitive landscape and detailed information about companies
  • Comprehensive analysis of factors that will challenge the growth of Industry companies

 

We can help! Our analysts can customize this market research report to meet your requirements. Get in touch

 

1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by Deployment
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by End-user
    • Exhibit 07: Executive Summary – Chart on Incremental Growth
    • Exhibit 08: Executive Summary – Data Table on Incremental Growth
    • Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 10: Parent market
    • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 13: Market segments
  • 3.3 Market size 2023
    • 3.4 Market outlook: Forecast for 2023-2028
      • Exhibit 14: Chart on Global - Market size and forecast 2023-2028 ($ million)
      • Exhibit 15: Data Table on Global - Market size and forecast 2023-2028 ($ million)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)

    4 Historic Market Size

    • 4.1 Global enterprise AI market 2018 - 2022
      • Exhibit 18: Historic Market Size – Data Table on global enterprise ai market 2018 - 2022 ($ million)
    • 4.2 Deployment Segment Analysis 2018 - 2022
      • Exhibit 19: Historic Market Size – Deployment Segment 2018 - 2022 ($ million)
    • 4.3 End-user Segment Analysis 2018 - 2022
      • Exhibit 20: Historic Market Size – End-user Segment 2018 - 2022 ($ million)
    • 4.4 Geography Segment Analysis 2018 - 2022
      • Exhibit 21: Historic Market Size – Geography Segment 2018 - 2022 ($ million)
    • 4.5 Country Segment Analysis 2018 - 2022
      • Exhibit 22: Historic Market Size – Country Segment 2018 - 2022 ($ million)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2023 and 2028
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2023 and 2028
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2023 and 2028
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2023 and 2028
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2023 and 2028
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2023 and 2028
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2023 and 2028

    6 Market Segmentation by Deployment

    • 6.1 Market segments
      • Exhibit 30: Chart on Deployment - Market share 2023-2028 (%)
      • Exhibit 31: Data Table on Deployment - Market share 2023-2028 (%)
    • 6.2 Comparison by Deployment
      • Exhibit 32: Chart on Comparison by Deployment
      • Exhibit 33: Data Table on Comparison by Deployment
    • 6.3 On-premises - Market size and forecast 2023-2028
      • Exhibit 34: Chart on On-premises - Market size and forecast 2023-2028 ($ million)
      • Exhibit 35: Data Table on On-premises - Market size and forecast 2023-2028 ($ million)
      • Exhibit 36: Chart on On-premises - Year-over-year growth 2023-2028 (%)
      • Exhibit 37: Data Table on On-premises - Year-over-year growth 2023-2028 (%)
    • 6.4 Cloud - Market size and forecast 2023-2028
      • Exhibit 38: Chart on Cloud - Market size and forecast 2023-2028 ($ million)
      • Exhibit 39: Data Table on Cloud - Market size and forecast 2023-2028 ($ million)
      • Exhibit 40: Chart on Cloud - Year-over-year growth 2023-2028 (%)
      • Exhibit 41: Data Table on Cloud - Year-over-year growth 2023-2028 (%)
    • 6.5 Market opportunity by Deployment
      • Exhibit 42: Market opportunity by Deployment ($ million)
      • Exhibit 43: Data Table on Market opportunity by Deployment ($ million)

    7 Market Segmentation by End-user

    • 7.1 Market segments
      • Exhibit 44: Chart on End-user - Market share 2023-2028 (%)
      • Exhibit 45: Data Table on End-user - Market share 2023-2028 (%)
    • 7.2 Comparison by End-user
      • Exhibit 46: Chart on Comparison by End-user
      • Exhibit 47: Data Table on Comparison by End-user
    • 7.3 Advertising and media and entertainment - Market size and forecast 2023-2028
      • Exhibit 48: Chart on Advertising and media and entertainment - Market size and forecast 2023-2028 ($ million)
      • Exhibit 49: Data Table on Advertising and media and entertainment - Market size and forecast 2023-2028 ($ million)
      • Exhibit 50: Chart on Advertising and media and entertainment - Year-over-year growth 2023-2028 (%)
      • Exhibit 51: Data Table on Advertising and media and entertainment - Year-over-year growth 2023-2028 (%)
    • 7.4 Retail and e-commerce - Market size and forecast 2023-2028
      • Exhibit 52: Chart on Retail and e-commerce - Market size and forecast 2023-2028 ($ million)
      • Exhibit 53: Data Table on Retail and e-commerce - Market size and forecast 2023-2028 ($ million)
      • Exhibit 54: Chart on Retail and e-commerce - Year-over-year growth 2023-2028 (%)
      • Exhibit 55: Data Table on Retail and e-commerce - Year-over-year growth 2023-2028 (%)
    • 7.5 Medical and life sciences - Market size and forecast 2023-2028
      • Exhibit 56: Chart on Medical and life sciences - Market size and forecast 2023-2028 ($ million)
      • Exhibit 57: Data Table on Medical and life sciences - Market size and forecast 2023-2028 ($ million)
      • Exhibit 58: Chart on Medical and life sciences - Year-over-year growth 2023-2028 (%)
      • Exhibit 59: Data Table on Medical and life sciences - Year-over-year growth 2023-2028 (%)
    • 7.6 BFSI - Market size and forecast 2023-2028
      • Exhibit 60: Chart on BFSI - Market size and forecast 2023-2028 ($ million)
      • Exhibit 61: Data Table on BFSI - Market size and forecast 2023-2028 ($ million)
      • Exhibit 62: Chart on BFSI - Year-over-year growth 2023-2028 (%)
      • Exhibit 63: Data Table on BFSI - Year-over-year growth 2023-2028 (%)
    • 7.7 Government and defense and others - Market size and forecast 2023-2028
      • Exhibit 64: Chart on Government and defense and others - Market size and forecast 2023-2028 ($ million)
      • Exhibit 65: Data Table on Government and defense and others - Market size and forecast 2023-2028 ($ million)
      • Exhibit 66: Chart on Government and defense and others - Year-over-year growth 2023-2028 (%)
      • Exhibit 67: Data Table on Government and defense and others - Year-over-year growth 2023-2028 (%)
    • 7.8 Market opportunity by End-user
      • Exhibit 68: Market opportunity by End-user ($ million)
      • Exhibit 69: Data Table on Market opportunity by End-user ($ million)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 71: Chart on Market share by geography 2023-2028 (%)
      • Exhibit 72: Data Table on Market share by geography 2023-2028 (%)
    • 9.2 Geographic comparison
      • Exhibit 73: Chart on Geographic comparison
      • Exhibit 74: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2023-2028
      • Exhibit 75: Chart on North America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 76: Data Table on North America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 77: Chart on North America - Year-over-year growth 2023-2028 (%)
      • Exhibit 78: Data Table on North America - Year-over-year growth 2023-2028 (%)
    • 9.4 Europe - Market size and forecast 2023-2028
      • Exhibit 79: Chart on Europe - Market size and forecast 2023-2028 ($ million)
      • Exhibit 80: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
      • Exhibit 81: Chart on Europe - Year-over-year growth 2023-2028 (%)
      • Exhibit 82: Data Table on Europe - Year-over-year growth 2023-2028 (%)
    • 9.5 APAC - Market size and forecast 2023-2028
      • Exhibit 83: Chart on APAC - Market size and forecast 2023-2028 ($ million)
      • Exhibit 84: Data Table on APAC - Market size and forecast 2023-2028 ($ million)
      • Exhibit 85: Chart on APAC - Year-over-year growth 2023-2028 (%)
      • Exhibit 86: Data Table on APAC - Year-over-year growth 2023-2028 (%)
    • 9.6 Middle East and Africa - Market size and forecast 2023-2028
      • Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
      • Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
      • Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
      • Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
    • 9.7 South America - Market size and forecast 2023-2028
      • Exhibit 91: Chart on South America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 92: Data Table on South America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 93: Chart on South America - Year-over-year growth 2023-2028 (%)
      • Exhibit 94: Data Table on South America - Year-over-year growth 2023-2028 (%)
    • 9.8 US - Market size and forecast 2023-2028
      • Exhibit 95: Chart on US - Market size and forecast 2023-2028 ($ million)
      • Exhibit 96: Data Table on US - Market size and forecast 2023-2028 ($ million)
      • Exhibit 97: Chart on US - Year-over-year growth 2023-2028 (%)
      • Exhibit 98: Data Table on US - Year-over-year growth 2023-2028 (%)
    • 9.9 China - Market size and forecast 2023-2028
      • Exhibit 99: Chart on China - Market size and forecast 2023-2028 ($ million)
      • Exhibit 100: Data Table on China - Market size and forecast 2023-2028 ($ million)
      • Exhibit 101: Chart on China - Year-over-year growth 2023-2028 (%)
      • Exhibit 102: Data Table on China - Year-over-year growth 2023-2028 (%)
    • 9.10 Germany - Market size and forecast 2023-2028
      • Exhibit 103: Chart on Germany - Market size and forecast 2023-2028 ($ million)
      • Exhibit 104: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
      • Exhibit 105: Chart on Germany - Year-over-year growth 2023-2028 (%)
      • Exhibit 106: Data Table on Germany - Year-over-year growth 2023-2028 (%)
    • 9.11 Canada - Market size and forecast 2023-2028
      • Exhibit 107: Chart on Canada - Market size and forecast 2023-2028 ($ million)
      • Exhibit 108: Data Table on Canada - Market size and forecast 2023-2028 ($ million)
      • Exhibit 109: Chart on Canada - Year-over-year growth 2023-2028 (%)
      • Exhibit 110: Data Table on Canada - Year-over-year growth 2023-2028 (%)
    • 9.12 UK - Market size and forecast 2023-2028
      • Exhibit 111: Chart on UK - Market size and forecast 2023-2028 ($ million)
      • Exhibit 112: Data Table on UK - Market size and forecast 2023-2028 ($ million)
      • Exhibit 113: Chart on UK - Year-over-year growth 2023-2028 (%)
      • Exhibit 114: Data Table on UK - Year-over-year growth 2023-2028 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 115: Market opportunity by geography ($ million)
      • Exhibit 116: Data Tables on Market opportunity by geography ($ million)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 117: Impact of drivers and challenges in 2023 and 2028
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 118: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 119: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 120: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 121: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 122: Matrix on vendor position and classification
            • 12.3 Abacus.AI
              • Exhibit 123: Abacus.AI - Overview
              • Exhibit 124: Abacus.AI - Product / Service
              • Exhibit 125: Abacus.AI - Key offerings
            • 12.4 Alphabet Inc.
              • Exhibit 126: Alphabet Inc. - Overview
              • Exhibit 127: Alphabet Inc. - Business segments
              • Exhibit 128: Alphabet Inc. - Key news
              • Exhibit 129: Alphabet Inc. - Key offerings
              • Exhibit 130: Alphabet Inc. - Segment focus
            • 12.5 Alteryx Inc.
              • Exhibit 131: Alteryx Inc. - Overview
              • Exhibit 132: Alteryx Inc. - Product / Service
              • Exhibit 133: Alteryx Inc. - Key news
              • Exhibit 134: Alteryx Inc. - Key offerings
            • 12.6 C3.ai Inc.
              • Exhibit 135: C3.ai Inc. - Overview
              • Exhibit 136: C3.ai Inc. - Product / Service
              • Exhibit 137: C3.ai Inc. - Key offerings
            • 12.7 Databricks Inc.
              • Exhibit 138: Databricks Inc. - Overview
              • Exhibit 139: Databricks Inc. - Product / Service
              • Exhibit 140: Databricks Inc. - Key offerings
            • 12.8 Dataiku Inc.
              • Exhibit 141: Dataiku Inc. - Overview
              • Exhibit 142: Dataiku Inc. - Product / Service
              • Exhibit 143: Dataiku Inc. - Key offerings
            • 12.9 Hewlett Packard Enterprise Co.
              • Exhibit 144: Hewlett Packard Enterprise Co. - Overview
              • Exhibit 145: Hewlett Packard Enterprise Co. - Business segments
              • Exhibit 146: Hewlett Packard Enterprise Co. - Key news
              • Exhibit 147: Hewlett Packard Enterprise Co. - Key offerings
              • Exhibit 148: Hewlett Packard Enterprise Co. - Segment focus
            • 12.10 Intel Corp.
              • Exhibit 149: Intel Corp. - Overview
              • Exhibit 150: Intel Corp. - Business segments
              • Exhibit 151: Intel Corp. - Key news
              • Exhibit 152: Intel Corp. - Key offerings
              • Exhibit 153: Intel Corp. - Segment focus
            • 12.11 International Business Machines Corp.
              • Exhibit 154: International Business Machines Corp. - Overview
              • Exhibit 155: International Business Machines Corp. - Business segments
              • Exhibit 156: International Business Machines Corp. - Key news
              • Exhibit 157: International Business Machines Corp. - Key offerings
              • Exhibit 158: International Business Machines Corp. - Segment focus
            • 12.12 Microsoft Corp.
              • Exhibit 159: Microsoft Corp. - Overview
              • Exhibit 160: Microsoft Corp. - Business segments
              • Exhibit 161: Microsoft Corp. - Key news
              • Exhibit 162: Microsoft Corp. - Key offerings
              • Exhibit 163: Microsoft Corp. - Segment focus
            • 12.13 Oracle Corp.
              • Exhibit 164: Oracle Corp. - Overview
              • Exhibit 165: Oracle Corp. - Business segments
              • Exhibit 166: Oracle Corp. - Key news
              • Exhibit 167: Oracle Corp. - Key offerings
              • Exhibit 168: Oracle Corp. - Segment focus
            • 12.14 Salesforce Inc.
              • Exhibit 169: Salesforce Inc. - Overview
              • Exhibit 170: Salesforce Inc. - Product / Service
              • Exhibit 171: Salesforce Inc. - Key news
              • Exhibit 172: Salesforce Inc. - Key offerings
            • 12.15 SAP SE
              • Exhibit 173: SAP SE - Overview
              • Exhibit 174: SAP SE - Business segments
              • Exhibit 175: SAP SE - Key news
              • Exhibit 176: SAP SE - Key offerings
              • Exhibit 177: SAP SE - Segment focus
            • 12.16 SAS Institute Inc.
              • Exhibit 178: SAS Institute Inc. - Overview
              • Exhibit 179: SAS Institute Inc. - Product / Service
              • Exhibit 180: SAS Institute Inc. - Key news
              • Exhibit 181: SAS Institute Inc. - Key offerings
            • 12.17 Wipro Ltd.
              • Exhibit 182: Wipro Ltd. - Overview
              • Exhibit 183: Wipro Ltd. - Business segments
              • Exhibit 184: Wipro Ltd. - Key news
              • Exhibit 185: Wipro Ltd. - Key offerings
              • Exhibit 186: Wipro Ltd. - Segment focus

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 187: Inclusions checklist
                • Exhibit 188: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 189: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 190: Research methodology
                • Exhibit 191: Validation techniques employed for market sizing
                • Exhibit 192: Information sources
              • 13.5 List of abbreviations
                • Exhibit 193: List of abbreviations

              Research Framework

              Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

              INFORMATION SOURCES

              Primary sources

              • Manufacturers and suppliers
              • Channel partners
              • Industry experts
              • Strategic decision makers

              Secondary sources

              • Industry journals and periodicals
              • Government data
              • Financial reports of key industry players
              • Historical data
              • Press releases

              DATA ANALYSIS

              Data Synthesis

              • Collation of data
              • Estimation of key figures
              • Analysis of derived insights

              Data Validation

              • Triangulation with data models
              • Reference against proprietary databases
              • Corroboration with industry experts

              REPORT WRITING

              Qualitative

              • Market drivers
              • Market challenges
              • Market trends
              • Five forces analysis

              Quantitative

              • Market size and forecast
              • Market segmentation
              • Geographical insights
              • Competitive landscape

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              Key Questions Answered

              • What are the key global market and the regional market share?
              • What are the revenue-generating key market segments?
              • What are the key factors driving and challenging this market’s growth?
              • Who are the key market vendors and their growth strategies?
              • What are the latest trends influencing the growth of this market?
              • What are the variables influencing the market growth in the primary regions?
              • What are the factors influencing the growth of the parent market?

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              • Data on revenue-generating market segments
              • Details on the market shares of various regions
              • Five-force market analysis