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Global Machine Learning-as-a-Service (MLaaS) Market 2019-2023

Global Machine Learning-as-a-Service (MLaaS) Market 2019-2023

Global Machine Learning-as-a-Service (MLaaS) Market: About this market

Technavio’s machine learning-as-a-service (MLaaS) market analysis considers sales from segments including BFSI, retail, telecommunications, healthcare, manufacturing, and other end-users. Our analysis also considers the sales of MLaaS in APAC, Europe, North America, South America, and MEA. In 2018, the BFSI segment had a significant market share, and this trend is expected to continue over the forecast period. Factors such as the increasing investments of BFSI companies in MLaaS to reduce costs and improve risk management will play a significant role in the BFSI segment to maintain its market position. Also, our global MLaaS market report looks at factors such as increased adoption of cloud-based offerings, increasing the use of ML in customer experience management, and ML in predictive analytics. However, the shortage of skilled personnel, data privacy issues and regulations, and data integration issues may hamper the growth of the MLaaS industry over the forecast period.

Global Machine Learning-as-a-Service (MLaaS) Market: Overview

Increasing use of machine language in customer experience management

Several enterprises are focusing on customer experience management to maintain a complete and robust relationship with their customers by using customer data. Therefore, machine language (ML) needs to be integrated into enterprise applications to control and make optimal use of this data. This will open new opportunities for revenue growth of enterprises and lead to the expansion of the global MLaaS market at a CAGR of over 38% during the forecast period.

Increasing technology investments in the retail industry

Retail companies are shifting their focus to customer buying patterns with the growing number of e-commerce websites and the digital revolution in the retail sector. This drives the need to manage and track the inventory movement of items, which can be done using MLaaS. The use of MLaaS by retail companies for inventory optimization and behavioral tracking is expected to have a positive impact on the overall market growth.

For the detailed list of factors that will drive the global machine learning-as-a-service (MLaaS) market during the forecast period 2019-2023, click here.

Competitive Landscape

With the presence of a few major players, the global MLaaS market is concentrated. Technavio’s robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading MLaaS manufacturers, that include Google LLC, Hewlett Packard Enterprise Development LP, IBM Corp., Microsoft Corp., and SAS Institute Inc.

Also, the MLaaS market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage on all forthcoming growth opportunities. "


  • Executive summary
  • Scope of the report
    • Preface
      • Table MLaaS offerings by the vendors are:
    • Currency conversion rates for US$
  • Market landscape
    • Market ecosystem
      • Table Global information technology (IT) services market
      • Table Segments of global information technology (IT) services market
    • Market characteristics
      • Table Market characteristics
    • Market segmentation analysis
      • Table Market segments
  • Market sizing
    • Market definition
      • Table Market definition - Inclusions and exclusions checklist
    • Market sizing 2018
      • Table Market size 2018
    • Market size and forecast 2018-2023
      • Table Global market: Size and forecast 2018-2023 ($ millions)
      • Table Global market: Year-over-year growth 2019-2023 (%)
  • Five forces analysis
    • Table Five forces analysis 2018
    • Table Five forces analysis 2023
    • Bargaining power of buyers
      • Table Bargaining power of buyers
    • Bargaining power of suppliers
      • Table Bargaining power of suppliers
    • Threat of new entrants
      • Table Threat of new entrants
    • Threat of substitutes
      • Table Threat of substitutes
    • Threat of rivalry
      • Table Threat of rivalry
    • Market condition
      • Table Market condition - Five forces 2018
  • Market segmentation by end-user
    • Table End-user - Market share 2018-2023 (%)
    • Comparison by end-user
      • Table Comparison by end-user
    • BFSI - Market size and forecast 2018-2023
      • Table BFSI - Market size and forecast 2018-2023 ($ millions)
      • Table BFSI - Year-over-year growth 2019-2023 (%)
    • Retail - Market size and forecast 2018-2023
      • Table Retail - Market size and forecast 2018-2023 ($ millions)
      • Table Retail - Year-over-year growth 2019-2023 (%)
    • Telecommunications - Market size and forecast 2018-2023
      • Table Telecommunications - Market size and forecast 2018-2023 ($ millions)
      • Table Telecommunications - Year-over-year growth 2019-2023 (%)
    • Healthcare - Market size and forecast 2018-2023
      • Table Healthcare - Market size and forecast 2018-2023 ($ millions)
      • Table Healthcare - Year-over-year growth 2019-2023 (%)
    • Manufacturing - Market size and forecast 2018-2023
      • Table Manufacturing - Market size and forecast 2018-2023 ($ millions)
      • Table Manufacturing - Year-over-year growth 2019-2023 (%)
    • Other end-users - Market size and forecast 2018-2023
      • Table Other end-users - Market size and forecast 2018-2023 ($ millions)
      • Table Other end-users - Year-over-year growth 2019-2023 (%)
    • Market opportunity by end-user
      • Table Market opportunity by end-user
  • Customer landscape
    • Table Customer landscape
  • Geographic landscape
    • Geographic segmentation
      • Table Market share by geography 2018-2023 (%)
    • Geographic comparison
      • Table Geographic comparison
    • North America - Market size and forecast 2018-2023
      • Table North America - Market size and forecast 2018-2023 ($ millions)
      • Table North America - Year-over-year growth 2019-2023 (%)
    • Europe - Market size and forecast 2018-2023
      • Table Europe - Market size and forecast 2018-2023 ($ millions)
      • Table Europe - Year-over-year growth 2019-2023 (%)
    • APAC - Market size and forecast 2018-2023
      • Table APAC - Market size and forecast 2018-2023 ($ millions)
      • Table APAC - Year-over-year growth 2019-2023 (%)
    • South America - Market size and forecast 2018-2023
      • Table South America - Market size and forecast 2018-2023 ($ millions)
      • Table South America - Year-over-year growth 2019-2023 (%)
    • MEA - Market size and forecast 2018-2023
      • Table MEA - Market size and forecast 2018-2023 ($ millions)
      • Table MEA - Year-over-year growth 2019-2023 (%)
    • Key leading countries
      • Table Key leading countries
    • Market opportunity
      • Table Market opportunity
  • Decision framework
  • Drivers and challenges
    • Market drivers
    • Market challenges
      • Table Impact of drivers and challenges
  • Market Trends
    • Application of ML to IoT data
    • Increasing technology investments in retail industry
    • Growing number of acquisitions and partnerships
  • Vendor landscape
    • Overview
      • Table Vendor landscape
    • Landscape disruption
      • Table Landscape disruption
  • Vendor analysis
    • Vendors covered
      • Table Vendors covered
    • Vendor classification
      • Table Vendor classification
    • Market positioning of vendors
      • Table Market positioning of vendors
    • Google LLC
      • Table Google LLC - Vendor overview
      • Table Google LLC - Organizational developments
      • Table Google LLC - Key offerings
    • Hewlett Packard Enterprise Development LP
      • Table Hewlett Packard Enterprise Development LP - Vendor overview
      • Table Hewlett Packard Enterprise Development LP - Business segments
      • Table Hewlett Packard Enterprise Development LP - Organizational developments
      • Table Hewlett Packard Enterprise Development LP - Geographic focus
      • Table Hewlett Packard Enterprise Development LP - Segment focus
      • Table Hewlett Packard Enterprise Development LP - Key offerings
    • IBM Corp.
      • Table IBM Corp. - Vendor overview
      • Table IBM Corp. - Business segments
      • Table IBM Corp. - Organizational developments
      • Table IBM Corp. - Geographic focus
      • Table IBM Corp. - Segment focus
      • Table IBM Corp. - Key offerings
    • Microsoft Corp.
      • Table Microsoft Corp. - Vendor overview
      • Table Microsoft Corp. - Business segments
      • Table Microsoft Corp. - Organizational developments
      • Table Microsoft Corp. - Geographic focus
      • Table Microsoft Corp. - Segment focus
      • Table Microsoft Corp. - Key offerings
    • SAS Institute Inc.
      • Table SAS Institute Inc. - Vendor overview
      • Table SAS Institute Inc. - Organizational developments
      • Table SAS Institute Inc. - Key offerings
  • Appendix
    • Research methodology
      • Table Validation techniques employed for market sizing
    • List of abbreviations
    • Definition of market positioning of vendors
      • Table Definition of market positioning of vendors
  • Explore Technavio

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