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表紙
市場調查報告書

AI管治的全球市場 (∼2026年):各零組件 (解決方案 (平台、軟體工具)、服務)、展開區分、組織規模、產業 (BFSI、醫療保健&生命科學、政府&防衛、汽車)、地區

AI Governance Market by Component (Solutions (Platforms And Software Tools) and Services), Deployment Mode, Organization Size, Vertical (BFSI, Healthcare and Life Sciences, Government and Defense, and Automotive), and Region - Global Forecast to 2026

出版商 MarketsandMarkets 商品編碼 996318
出版日期 內容資訊 英文 222 Pages
訂單完成後即時交付
價格
AI管治的全球市場 (∼2026年):各零組件 (解決方案 (平台、軟體工具)、服務)、展開區分、組織規模、產業 (BFSI、醫療保健&生命科學、政府&防衛、汽車)、地區 AI Governance Market by Component (Solutions (Platforms And Software Tools) and Services), Deployment Mode, Organization Size, Vertical (BFSI, Healthcare and Life Sciences, Government and Defense, and Automotive), and Region - Global Forecast to 2026
出版日期: 2021年03月12日內容資訊: 英文 222 Pages
簡介

全球AI管治的市場規模在預測期間內預計以65.5%的年複合成長率發展,從2020年的5000萬美元,成長到2026年10億1600萬美元的規模。

AI技術的有效利用的政府的配合措施增加,對AI系統的信賴建立的必要性高漲,對AI決策透明度的要求高漲,技術相關的法規遵守的擴大等各種要素,促進該市場的成長。

本報告提供全球AI管治的市場調查,市場定義和概要,新型冠狀病毒感染疾病 (COVID-19) 以及其他的市場影響因素分析,法律制度,技術、專利趨勢,案例研究,市場規模的變化、預測,零組件、展開區分、組織規模、產業、地區/主要國家等各種區分的明細,競爭環境,主要企業簡介等資訊彙整。

第1章 簡介

第2章 調查手法

第3章 摘要整理

第4章 重要考察

第5章 市場概要

  • 市場動態
    • 促進因素
    • 阻礙因素
    • 市場機會
    • 課題
  • 市場發展
  • 通用原則
  • COVID-19的影響
  • 案例研究
  • 供應鏈分析
  • 技術分析
  • 波特的五力分析
  • 專利分析
  • 價格分析
  • 法規的影響

第6章 市場分析、預測:各零件

  • 解決方案
    • 軟體工具
    • 平台
  • 服務
    • 諮詢
    • 整合
    • 支援、維修

第7章 市場分析、預測:各部署種類

  • 內部部署
  • 雲端

第8章 市場分析、預測:各組織規模

  • 大企業
  • 中小企業

第9章 市場分析、預測:各產業

  • 銀行、金融服務、保險
  • 政府、防衛
  • 醫療保健、生命科學
  • 媒體、娛樂
  • 零售
  • IT、通訊
  • 汽車
  • 其他

第10章 市場分析、預測:各地區、主要國家

  • 北美
  • 歐洲
  • 亞太地區
  • 其他地區

第11章 競爭情形

  • 概要
  • 市場佔有率分析
  • 企業評估象限
  • 市場佔有率/排名
  • Start-Ups/SME評估象限
  • 競爭模式

第12章 企業簡介

  • 主要企業
    • MICROSOFT
    • IBM
    • GOOGLE
    • SALESFORCE
    • SAP
    • AWS
    • SAS INSTITUTE
    • FAIR ISAAC CORPORATION
    • FACEBOOK
    • TIBCO SOFTWARE
    • ZEST AI
    • PYMETRICS
    • QLIK
    • H2O.AI
    • INFORMATICA
    • ATACCAMA
    • DATAROBOT
    • DATAIKU
    • KYNDI
    • SPARKCOGNITION
  • Start-Ups/SME企業
    • FIDDLER LABS
    • DARWINAI
    • UNTANGLE AI
    • 2021.AI
    • INTEGRATE.AI
    • TRUERA
    • GENIE AI
    • MINDSDB
    • ANOTHERBRAIN
    • DIVEPLANE

第13章 鄰近市場、相關市場

第14章 附錄

目錄
Product Code: TC 7355

The global AI governance market size to grow from USD 50 million in 2020 to USD 1,016 million by 2026, at a Compound Annual Growth Rate (CAGR) of 65.5% during the forecast period. Various factors such as increase in government initiatives to leverage the AI technology, rise in need for building trust in AI systems and growth in demand for transparency in AI decisions, and growth in regulatory compliances around the technology are expected to drive the adoption of the AI governance solutions and services.

Managing and monitoring credit, market, liquidity, and operational risk across financial markets was hard enough with ongoing geopolitical tensions, international trade wars, and the occasional hurricanes and earthquakes. The current pandemic situation has forced chief risk officers and their teams to recalibrate old assumptions and models used to manage and monitor risk. COVID-19's global impact has shown that interconnectedness plays an important role in international cooperation and how outdated technologies are obstacles to effective policymaking. As a result, many governments started rushing towards identifying, evaluating, and procuring reliable solutions powered by AI. Healthcare facilities globally have been turning toward AI systems to identify infections through people's voices or chest x-rays. Various governments have proposed tracking tools to monitor the virus' spread person-to-person. From Asia to Europe, several public sector entities have collaborated with the private sector to utilize AI-based services to monitor the spread of the virus. COVID-19 has accelerated the need to operationalize Ethical AI principles. In order to help practitioners, navigate these challenges, the World Economic Forum's AI and ML platform created the Procurement in a Box package, which aims to unlock public sector adoption of AI through government procurement.

The solutions segment to have largest market size during the forecast period

The AI governance market has been segmented based on components into solutions and services. The solutions segment is divided into platforms and software tools. AI governance solutions provide an effective way for helping enterprises add AI governance capabilities into the existing architecture. From automation to augmentation and beyond, AI is already changing how business gets done. Companies are using AI solutions to automate tasks such as fraud detection or vetting resumes and loan applications leading to the higher adoption of AI governance solutions. The services segment, on the other hand, has been bifurcated into integration, consulting, and support and maintenance services.

The on-premises segment to have the highest CAGR during the forecast period

By deployment mode, the AI governance market has been segmented into on-premises and cloud. The tools developed for on-premise deployment can work with mass amounts of compute power, which can be expensive in the cloud. Sometimes it becomes more economical for customers to do this on premises or prefer a capital expense to an operational expense model. This leads to the adoption of on-premises deployment mode.

Large enterprises segment to have the largest market size during the forecast period

The AI governance market has been segmented by organization size into large enterprises and SMEs. The market share of large enterprises is higher; however, the market for SMEs is expected to register a higher CAGR during the forecast period. The requirement to meet regulatory compliances, including data privacy needs and financial reporting, lead to the adoption of AI governance solutions in large enterprises.

Among regions, Europe to account for highest CAGR during the forecast period

North America is expected to hold the largest market size in the global AI governance market. In contrast, Europe is expected to grow at the highest CAGR during the forecast period. European Commission is taking various AI initiatives such as the Digital Services Act to create oversight for how internet platforms use AI. This is the major driving factor for the adoption of AI governance solutions in Europe.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the AI governance market.

  • By Company: Tier I: 34%,Tier II: 43%, and Tier III: 23%
  • By Designation: C-Level Executives: 50%, D-Level Executives: 30%, and Managers: 20%
  • By Region: APAC: 30%, Europe: 30%, North America: 25%, MEA: 10%, Latin America: 5%

The report includes the study of key players offering AI governance solutions and services. It profiles major vendors in the global AI governance market. The major vendors in the global AI governance market are include include Alphabet Inc. (US), Microsoft Corporation (US), IBM Corporation (US), Amazon Web Services, Inc. (US), QlikTech International AB (US), TIBCO Software Inc. (US), SAS Institute Inc. (US), Facebook, Inc. (US), SAP SE (Germany), Salesforce.com, Inc. (Salesforce), FICO (US), Zest AI (US), Pymetrics Inc. (US), H2O.ai, Inc. (US), Informatica LLC (US), Ataccama Corporation (Canada), DataRobot, Inc. (US), Dataiku (US), Kyndi, Inc. (US), SparkCognition, Inc. (US), Fiddler Labs, Inc. (US), DarwinAI (Canada), Truera (US), Genie AI Ltd. (UK), MindsDB Inc. (US), integrate.ai Inc. (Canada), Untangle AI Pte Ltd (Singapore), AnotherBrain (France), Diveplane Corporation (US), and 2021.AI (Denmark).

Research Coverage

The market study covers the AI governance market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, deployment mode, organization size, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall AI governance market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

TABLE OF CONTENTS

1 INTRODUCTION

  • 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 GLOBAL ECONOMY
    • FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY
  • 1.4 OBJECTIVES OF THE STUDY
  • 1.5 MARKET DEFINITION
    • 1.5.1 INCLUSIONS & EXCLUSIONS
  • 1.6 MARKET SCOPE
    • 1.6.1 MARKET SEGMENTATION
    • 1.6.2 REGIONS COVERED
    • 1.6.3 PERIODIZATION CONSIDERED FOR THE STUDY
  • 1.7 CURRENCY CONSIDERED
    • TABLE 1 USD EXCHANGE RATES, 2018-2020
  • 1.8 STAKEHOLDERS
  • 1.9 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 6 AI GOVERNANCE MARKET: RESEARCH DESIGN
    • 2.1.1 SECONDARY DATA
    • 2.1.2 PRIMARY DATA
    • TABLE 2 PRIMARY INTERVIEWS
      • 2.1.2.1 Breakup of primary profiles
      • 2.1.2.2 Key industry insights
  • 2.2 DATA TRIANGULATION
    • FIGURE 7 DATA TRIANGULATION
  • 2.3 MARKET SIZE ESTIMATION
    • FIGURE 8 RESEARCH METHODOLOGY: APPROACH
    • FIGURE 9 AI GOVERNANCE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
    • 2.3.1 TOP-DOWN APPROACH
    • 2.3.2 BOTTOM-UP APPROACH
    • FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF THE AI GOVERNANCE MARKET
    • FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF AI GOVERNANCE VENDORS
    • FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY: ILLUSTRATION OF COMPANY'S AI GOVERNANCE REVENUE ESTIMATION I
    • FIGURE 13 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF THE AI GOVERNANCE MARKET
    • FIGURE 14 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 3 BOTTOM-UP (DEMAND SIDE): SHARE OF AI GOVERNANCE THROUGH OVERALL AI GOVERNANCE SPENDING
  • 2.4 MARKET FORECAST
    • TABLE 3 FACTOR ANALYSIS
  • 2.5 COMPANY EVALUATION MATRIX METHODOLOGY
    • FIGURE 15 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
  • 2.6 ASSUMPTIONS FOR THE STUDY
  • 2.7 LIMITATIONS OF THE STUDY

3 EXECUTIVE SUMMARY

    • TABLE 4 AI GOVERNANCE MARKET SIZE AND GROWTH RATE, 2020-2026 (USD MILLION, Y-O-Y%)
    • FIGURE 16 AI GOVERNANCE SOLUTIONS TO BE A LARGER MARKET IN 2020 (USD MILLION)
    • FIGURE 17 AI GOVERNANCE PLATFORMS TO ACCOUNT FOR THE LARGER MARKET SIZE IN 2020 (USD MILLION)
    • FIGURE 18 CONSULTING SERVICES TO DOMINATE THE MARKET IN 2020 (USD MILLION)
    • FIGURE 19 THE CLOUD SEGMENT TO ACCOUNT FOR THE LARGER MARKET SIZE IN 2020 (USD MILLION)
    • FIGURE 20 LARGE ENTERPRISES TO BE THE LARGER MARKET IN 2020 (VALUE)
    • FIGURE 21 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO ACCOUNT FOR THE LARGEST MARKET SIZE IN 2020 (USD MILLION)
    • FIGURE 22 EUROPE TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES IN THE AI GOVERNANCE MARKET
    • FIGURE 23 RISE IN DEMAND FOR TRANSPARENCY IN AI DECISIONS AND NEED TO BUILD TRUST IN AI TO BOOST THE AI GOVERNANCE MARKET GROWTH
  • 4.2 AI GOVERNANCE MARKET, BY VERTICAL
    • FIGURE 24 HEALTHCARE AND LIFESCIENCES VERTICALS TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
  • 4.3 AI GOVERNANCE MARKET, BY REGION
    • FIGURE 25 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2026
  • 4.4 AI GOVERNANCE MARKET, BY SERVICE AND VERTICAL
    • FIGURE 26 CONSULTING SERVICES SEGMENT AND BFSI VERTICAL TO ACCOUNT FOR THE LARGEST SHARES IN NORTH AMERICA IN 2020

5 MARKET OVERVIEW

  • 5.1 MARKET DYNAMICS
    • FIGURE 27 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: AI GOVERNANCE MARKET
    • 5.1.1 DRIVERS
      • 5.1.1.1 Increase in government initiatives to leverage the AI technology
      • 5.1.1.2 Rise in need for building trust in AI systems and growth in demand for transparency in AI decisions
      • 5.1.1.3 Growth in regulatory compliances around the technology
    • 5.1.2 RESTRAINTS
      • 5.1.2.1 Establishment of comprehensive ethical principles for AI
    • 5.1.3 OPPORTUNITIES
      • 5.1.3.1 Reduction in gender bias and discrimination through the use of AI
    • 5.1.4 CHALLENGES
      • 5.1.4.1 Inadequate AI expertise and skills
      • 5.1.4.2 Clean and relevant data required to train ML algorithms
  • 5.2 EVOLUTION
    • FIGURE 28 EVOLUTION OF AI GOVERNANCE
  • 5.3 COMMON AI GOVERNANCE PRINCIPLES
    • FIGURE 29 AI GOVERNANCE PRINCIPALS
  • 5.4 AI GOVERNANCE MARKET: COVID-19 IMPACT
    • FIGURE 30 AI GOVERNANCE MARKET TO DECLINE BETWEEN 2020 AND 2021
  • 5.5 CASE STUDY ANALYSIS
    • 5.5.1 USE CASE 1: FICO ANALYTICS WORKBENCH HELPS BANKS TO IMPROVE CREDIT RISK DECISIONS
    • 5.5.2 USE CASE 2: DARWINAI USES OPENVINO TOOLKIT TO DELIVER EXPLAINABLE AI
    • 5.5.3 USE CASE 3: CLOSEDLOOP.AI USES AI AND ML TO HELP USERS IDENTIFY AND PREDICT HIGH-RISK POPULATIONS
    • 5.5.4 USE CASE 4: FINANCIAL SERVICE INDUSTRY USE AI SOLUTIONS OF ELULA TO IMPROVE ITS CUSTOMER RETENTION
    • 5.5.5 USE CASE 5: SPARKCOGNITION'S AI SOLUTION HELPS TO PREDICT RARE FAILURES IN HYDRO TURBINES
  • 5.6 SUPPLY CHAIN ANALYSIS
    • FIGURE 31 SUPPLY CHAIN ANALYSIS
    • TABLE 5 AI GOVERNANCE MARKET: SUPPLY CHAIN
  • 5.7 TECHNOLOGY ANALYSIS
    • 5.7.1 AI GOVERNANCE AND MACHINE LEARNING (ML)
    • 5.7.2 AI GOVERNANCE AND DEEP LEARNING
    • 5.7.3 AI GOVERNANCE AND LOCAL INTERPRETABLE MODEL-AGNOSTIC EXPLANATION (LIME)
  • 5.8 PORTER'S FIVE FORCES ANALYSIS
    • TABLE 6 AI GOVERNANCE MARKET: PORTER FIVE FORCES ANALYSIS
    • 5.8.1 THREAT OF NEW ENTRANTS
    • 5.8.2 THREAT OF SUBSTITUTES
    • 5.8.3 BARGAINING POWER OF SUPPLIERS
    • 5.8.4 BARGAINING POWER OF BUYERS
    • 5.8.5 INTENSITY OF COMPETITIVE RIVALRY
  • 5.9 PATENT ANALYSIS
    • 5.9.1 INNOVATION AND PATENT REGISTRATIONS
    • TABLE 7 IMPORTANT INNOVATION AND PATENT REGISTRATIONS, 2018-2020
  • 5.10 PRICING ANALYSIS
  • 5.11 REGULATORY IMPLICATIONS
    • 5.11.1 INTRODUCTION
    • 5.11.2 GENERAL DATA PROTECTION REGULATION
    • 5.11.3 GOVERNANCE, RISK, AND COMPLIANCE STANDARDS
    • 5.11.4 HEALTH INFORMATION TECHNOLOGY FOR ECONOMIC AND CLINICAL HEALTH
    • 5.11.5 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
    • 5.11.6 FEDERAL TRADE COMMISSION
    • 5.11.7 FEDERAL COMMUNICATIONS COMMISSION
    • 5.11.8 SECURITIES FINANCING TRANSACTIONS REGULATION

6 AI GOVERNANCE MARKET, BY COMPONENT

  • 6.1 INTRODUCTION
    • 6.1.1 COMPONENT: AI GOVERNANCE MARKET DRIVERS
    • 6.1.2 COMPONENT: COVID-19 IMPACT
    • FIGURE 32 THE SERVICES SEGMENT TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD
    • TABLE 8 AI GOVERNANCE MARKET SIZE, BY COMPONENT, 2020-2026 (USD MILLION)
  • 6.2 SOLUTIONS
    • FIGURE 33 SOFTWARE TOOLS SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
    • TABLE 9 AI GOVERNANCE SOLUTIONS MARKET SIZE, BY REGION, 2020-2026 (USD MILLION)
    • TABLE 10 AI GOVERNANCE MARKET SIZE, BY SOLUTION, 2020-2026 (USD MILLION)
    • 6.2.1 SOFTWARE TOOLS
    • TABLE 11 AI GOVERNANCE SOFTWARE TOOLS MARKET SIZE, BY REGION, 2020-2026 (USD MILLION)
    • 6.2.2 PLATFORM
    • TABLE 12 AI GOVERNANCE PLATFORM MARKET SIZE, BY REGION, 2020-2026 (USD MILLION)
  • 6.3 SERVICES
    • FIGURE 34 INTEGRATION SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
    • TABLE 13 AI GOVERNANCE SERVICES MARKET SIZE, BY REGION, 2020-2026 (USD MILLION)
    • TABLE 14 AI GOVERNANCE MARKET SIZE, BY SERVICES, 2020-2026 (USD MILLION)
    • 6.3.1 CONSULTING
    • TABLE 15 AI GOVERNANCE CONSULTING MARKET SIZE, BY REGION, 2020-2026 (USD MILLION)
    • 6.3.2 INTEGRATION
    • TABLE 16 AI GOVERNANCE INTEGRATION MARKET SIZE, BY REGION, 2020-2026 (USD MILLION)
    • 6.3.3 SUPPORT AND MAINTENANCE
    • TABLE 17 AI GOVERNANCE SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2020-2026 (USD MILLION)

7 AI GOVERNANCE MARKET, BY DEPLOYMENT MODE

  • 7.1 INTRODUCTION
    • 7.1.1 DEPLOYMENT MODE: AI GOVERNANCE MARKET DRIVERS
    • 7.1.2 DEPLOYMENT MODE: COVID-19 IMPACT
    • FIGURE 35 THE ON-PREMISES SEGMENT TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD
    • TABLE 18 AI GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2026 (USD MILLION)
  • 7.2 ON-PREMISES
    • TABLE 19 ON-PREMISES AI GOVERNANCE MARKET SIZE, BY REGION, 2020-2026 (USD MILLION)
  • 7.3 CLOUD
    • TABLE 20 CLOUD-BASED AI GOVERNANCE MARKET SIZE, BY REGION, 2020-2026 (USD MILLION)

8 AI GOVERNANCE MARKET, BY ORGANIZATION SIZE

  • 8.1 INTRODUCTION
    • 8.1.1 ORGANIZATION SIZE: AI GOVERNANCE MARKET DRIVERS
    • 8.1.2 ORGANIZATION SIZE: COVID-19 IMPACT
    • FIGURE 36 SMALL AND MEDIUM-SIZED ENTERPRISES TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD
    • TABLE 21 AI GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2026 (USD MILLION)
  • 8.2 LARGE ENTERPRISES
    • TABLE 22 AI GOVERNANCE MARKET SIZE IN LARGE ENTERPRISES, BY REGION, 2020-2026 (USD MILLION)
  • 8.3 SMALL- AND MEDIUM-SIZED ENTERPRISES
    • TABLE 23 AI GOVERNANCE MARKET SIZE IN SMALL AND MEDIUM-SIZED ENTERPRISES, BY REGION, 2020-2026 (USD MILLION)

9 AI GOVERNANCE MARKET, BY VERTICAL

  • 9.1 INTRODUCTION
    • 9.1.1 VERTICAL: AI GOVERNANCE MARKET DRIVERS
    • 9.1.2 VERTICAL: COVID-19 IMPACT
  • 9.2 AI GOVERNANCE: ENTERPRISE USE CASES
    • FIGURE 37 AUTOMOTIVE VERTICAL TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD
    • TABLE 24 AI GOVERNANCE MARKET SIZE, BY VERTICAL, 2020-2026 (USD MILLION)
  • 9.3 BANKING, FINANCIAL SERVICES, AND INSURANCE
    • TABLE 25 BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES
    • TABLE 26 AI GOVERNANCE MARKET SIZE IN BANKING, FINANCIAL SERVICES, AND INSURANCE, BY REGION, 2020-2026 (USD MILLION)
  • 9.4 GOVERNMENT AND DEFENSE
    • TABLE 27 GOVERNMENT AND DEFENSE: USE CASES
    • TABLE 28 AI GOVERNANCE MARKET SIZE IN GOVERNMENT AND DEFENSE, BY REGION, 2020-2026 (USD MILLION)
  • 9.5 HEALTHCARE AND LIFE SCIENCES
    • TABLE 29 HEALTHCARE AND LIFE SCIENCES: USE CASES
    • TABLE 30 AI GOVERNANCE MARKET SIZE IN HEALTHCARE AND LIFE SCIENCES, BY REGION, 2020-2026 (USD MILLION)
  • 9.6 MEDIA AND ENTERTAINMENT
    • TABLE 31 MEDIA AND ENTERTAINMENT: USE CASES
    • TABLE 32 AI GOVERNANCE MARKET SIZE IN MEDIA AND ENTERTAINMENT, BY REGION, 2020-2026 (USD MILLION)
  • 9.7 RETAIL
    • TABLE 33 RETAIL: USE CASES
    • TABLE 34 AI GOVERNANCE MARKET SIZE IN RETAIL, BY REGION, 2020-2026 (USD MILLION)
  • 9.8 IT AND TELECOM
    • TABLE 35 IT AND TELECOM: USE CASES
    • TABLE 36 AI GOVERNANCE MARKET SIZE IN IT AND TELECOM, BY REGION, 2020-2026 (USD MILLION)
  • 9.9 AUTOMOTIVE
    • TABLE 37 AUTOMOTIVE: USE CASES
    • TABLE 38 AI GOVERNANCE MARKET SIZE IN AUTOMOTIVE, BY REGION, 2020-2026 (USD MILLION)
  • 9.10 OTHER VERTICALS
    • TABLE 39 OTHER VERTICALS: USE CASES
    • TABLE 40 AI GOVERNANCE MARKET SIZE IN OTHER VERTICALS, BY REGION, 2020-2026 (USD MILLION)

10 AI GOVERNANCE MARKET, BY REGION

  • 10.1 INTRODUCTION
    • FIGURE 38 SINGAPORE TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD
    • FIGURE 39 EUROPE TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD
    • TABLE 41 AI GOVERNANCE MARKET SIZE, BY REGION, 2020-2026 (USD MILLION)
  • 10.2 NORTH AMERICA
    • 10.2.1 NORTH AMERICA: AI GOVERNANCE MARKET DRIVERS
    • 10.2.2 NORTH AMERICA: COVID-19 IMPACT
    • 10.2.3 NORTH AMERICA: REGULATIONS
      • 10.2.3.1 The Personal Information Protection and Electronic Documents Act (PIPEDA)
      • 10.2.3.2 California Consumer Privacy Act
    • FIGURE 40 NORTH AMERICA: MARKET SNAPSHOT
    • TABLE 42 NORTH AMERICA: AI GOVERNANCE MARKET SIZE, BY COMPONENT, 2020-2026 (USD MILLION)
    • TABLE 43 NORTH AMERICA: AI GOVERNANCE MARKET SIZE, BY SOLUTION, 2020-2026 (USD MILLION)
    • TABLE 44 NORTH AMERICA: AI GOVERNANCE MARKET SIZE, BY SERVICE, 2020-2026 (USD MILLION)
    • TABLE 45 NORTH AMERICA: AI GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2026 (USD MILLION)
    • TABLE 46 NORTH AMERICA: AI GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2026 (USD MILLION)
    • TABLE 47 NORTH AMERICA: AI GOVERNANCE MARKET SIZE, BY VERTICAL, 2020-2026 (USD MILLION)
    • TABLE 48 NORTH AMERICA: AI GOVERNANCE MARKET SIZE, BY COUNTRY, 2020-2026 (USD MILLION)
    • 10.2.4 US
    • 10.2.5 CANADA
  • 10.3 EUROPE
    • 10.3.1 EUROPE: AI GOVERNANCE MARKET DRIVERS
    • 10.3.2 EUROPE: COVID-19 IMPACT
    • 10.3.3 EUROPE: REGULATIONS
      • 10.3.3.1 General Data Protection Regulation
      • 10.3.3.2 European Committee for Standardization
      • 10.3.3.3 EU Data Governance Act
    • FIGURE 41 EUROPE: MARKET SNAPSHOT
    • TABLE 49 EUROPE: AI GOVERNANCE MARKET SIZE, BY COMPONENT, 2020-2026 (USD MILLION)
    • TABLE 50 EUROPE: AI GOVERNANCE MARKET SIZE, BY SOLUTION, 2020-2026 (USD MILLION)
    • TABLE 51 EUROPE: AI GOVERNANCE MARKET SIZE, BY SERVICE, 2020-2026 (USD MILLION)
    • TABLE 52 EUROPE: AI GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2026 (USD MILLION)
    • TABLE 53 EUROPE: AI GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2026 (USD MILLION)
    • TABLE 54 EUROPE: AI GOVERNANCE MARKET SIZE, BY VERTICAL, 2020-2026 (USD MILLION)
    • TABLE 55 EUROPE: AI GOVERNANCE MARKET SIZE, BY COUNTRY, 2020-2026 (USD MILLION)
    • 10.3.4 UK
    • 10.3.5 GERMANY
    • 10.3.6 FRANCE
    • 10.3.7 REST OF EUROPE
  • 10.4 ASIA PACIFIC
    • 10.4.1 ASIA PACIFIC: AI GOVERNANCE MARKET DRIVERS
    • 10.4.2 ASIA PACIFIC: COVID-19 IMPACT
    • 10.4.3 ASIA PACIFIC: REGULATIONS
      • 10.4.3.1 Personal Data Protection Act
      • 10.4.3.2 Singapore's Model AI Governance Framework
    • TABLE 56 ASIA PACIFIC: AI GOVERNANCE MARKET SIZE, BY COMPONENT, 2020-2026 (USD MILLION)
    • TABLE 57 ASIA PACIFIC: AI GOVERNANCE MARKET SIZE, BY SOLUTION, 2020-2026 (USD MILLION)
    • TABLE 58 ASIA PACIFIC: AI GOVERNANCE MARKET SIZE, BY SERVICE, 2020-2026 (USD MILLION)
    • TABLE 59 ASIA PACIFIC: AI GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2026 (USD MILLION)
    • TABLE 60 ASIA PACIFIC: AI GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2026 (USD MILLION)
    • TABLE 61 ASIA PACIFIC: AI GOVERNANCE MARKET SIZE, BY VERTICAL, 2020-2026 (USD MILLION)
    • TABLE 62 ASIA PACIFIC: AI GOVERNANCE MARKET SIZE, BY COUNTRY, 2020-2026 (USD MILLION)
    • 10.4.4 CHINA
    • 10.4.5 JAPAN
    • 10.4.6 INDIA
    • 10.4.7 SINGAPORE
    • 10.4.8 REST OF ASIA PACIFIC
  • 10.5 REST OF THE WORLD
    • 10.5.1 ROW: AI GOVERNANCE MARKET DRIVERS
    • 10.5.2 ROW: COVID-19 IMPACT
    • 10.5.3 ROW: REGULATIONS
      • 10.5.3.1 Israeli Privacy Protection Regulations (Data Security), 5777-2017
      • 10.5.3.2 GDPR Applicability in KSA
      • 10.5.3.3 Protection of Personal Information Act
      • 10.5.3.4 TRA's IoT Regulatory Policy
      • 10.5.3.5 Brazil Data Protection Law
      • 10.5.3.6 Argentina Personal Data Protection Law No. 25.326
    • TABLE 63 ROW: AI GOVERNANCE MARKET SIZE, BY COMPONENT, 2020-2026 (USD MILLION)
    • TABLE 64 ROW: AI GOVERNANCE MARKET SIZE, BY SOLUTION, 2020-2026 (USD MILLION)
    • TABLE 65 ROW: AI GOVERNANCE MARKET SIZE, BY SERVICE, 2020-2026 (USD MILLION)
    • TABLE 66 ROW: AI GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODE, 2020-2026 (USD MILLION)
    • TABLE 67 ROW: AI GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2020-2026 (USD MILLION)
    • TABLE 68 ROW: AI GOVERNANCE MARKET SIZE, BY VERTICAL, 2020-2026 (USD MILLION)
    • TABLE 69 ROW: AI GOVERNANCE MARKET SIZE, BY COUNTRY, 2020-2026 (USD MILLION)
    • 10.5.4 MIDDLE EAST & AFRICA
    • 10.5.5 LATIN AMERICA

11 COMPETITIVE LANDSCAPE

  • 11.1 OVERVIEW
  • 11.2 MARKET SHARE ANALYSIS
    • TABLE 70 AI GOVERNANCE MARKET: DEGREE OF COMPETITION
  • 11.3 COMPANY EVALUATION QUADRANT
    • 11.3.1 STARS
    • 11.3.2 EMERGING LEADERS
    • 11.3.3 PERVASIVE PLAYERS
    • 11.3.4 PARTICIPANTS
    • FIGURE 42 KEY AI GOVERNANCE MARKET PLAYERS, COMPANY EVALUATION MATRIX, 2020
  • 11.4 MARKET SHARE/RANK
    • FIGURE 43 RANKING OF KEY PLAYERS, 2020
    • 11.4.1 PRODUCT FOOTPRINT
    • TABLE 71 COMPANY PRODUCT FOOTPRINT
    • TABLE 72 COMPANY INDUSTRY FOOTPRINT
    • TABLE 73 COMPANY REGION FOOTPRINT
  • 11.5 STARTUP/SME EVALUATION QUADRANT
    • 11.5.1 PROGRESSIVE COMPANIES
    • 11.5.2 RESPONSIVE COMPANIES
    • 11.5.3 DYNAMIC COMPANIES
    • 11.5.4 STARTING BLOCKS
    • FIGURE 44 STARTUP/SME AI GOVERNANCE MARKET EVALUATION MATRIX, 2020
    • 11.5.5 PRODUCT FOOTPRINT
    • TABLE 74 STARTUPS/SMES PRODUCT FOOTPRINT
    • TABLE 75 STARTUPS/SMES INDUSTRY FOOTPRINT
    • TABLE 76 STARTUPS/SMES REGION FOOTPRINT
  • 11.6 COMPETITIVE SCENARIO
    • 11.6.1 PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS
    • TABLE 77 PRODUCT LAUNCHES, 2018-2021
    • 11.6.2 DEALS
    • TABLE 78 DEALS, 2018-2021
    • 11.6.3 OTHERS
    • TABLE 79 OTHERS, 2018-2021

12 COMPANY PROFILES

  • 12.1 INTRODUCTION
  • (Business and Financial overview, Products offered, Recent developments & MnM View)**
  • 12.2 KEY PLAYERS
    • 12.2.1 MICROSOFT
    • TABLE 80 MICROSOFT: BUSINESS OVERVIEW
    • FIGURE 45 MICROSOFT: COMPANY SNAPSHOT
    • TABLE 81 MICROSOFT: PRODUCTS OFFERED
    • 12.2.2 IBM
    • TABLE 82 IBM: BUSINESS OVERVIEW
    • FIGURE 46 IBM: COMPANY SNAPSHOT
    • TABLE 83 IBM: PRODUCTS OFFERED
    • 12.2.3 GOOGLE
    • TABLE 84 GOOGLE: BUSINESS OVERVIEW
    • FIGURE 47 GOOGLE: COMPANY SNAPSHOT
    • TABLE 85 GOOGLE: PRODUCT OFFERED
    • 12.2.4 SALESFORCE
    • TABLE 86 SALESFORCE: BUSINESS OVERVIEW
    • FIGURE 48 SALESFORCE: COMPANY SNAPSHOT
    • TABLE 87 SALESFORCE: PRODUCT OFFERED
    • 12.2.5 SAP
    • TABLE 88 SAP: BUSINESS OVERVIEW
    • FIGURE 49 SAP: COMPANY SNAPSHOT
    • TABLE 89 SAP: PRODUCT OFFERED
    • 12.2.6 AWS
    • TABLE 90 AWS: BUSINESS OVERVIEW
    • FIGURE 50 AWS: COMPANY SNAPSHOT
    • TABLE 91 AWS: PRODUCT OFFERED
    • 12.2.7 SAS INSTITUTE
    • TABLE 92 SAS INSTITUTE: BUSINESS OVERVIEW
    • FIGURE 51 SAS INSTITUTE: COMPANY SNAPSHOT
    • TABLE 93 SAS INSTITUTE: PRODUCT OFFERED
    • 12.2.8 FAIR ISAAC CORPORATION
    • TABLE 94 FICO: BUSINESS OVERVIEW
    • FIGURE 52 FICO: COMPANY SNAPSHOT
    • TABLE 95 FICO: PRODUCT OFFERED
    • 12.2.9 FACEBOOK
    • TABLE 96 FACEBOOK: BUSINESS OVERVIEW
    • FIGURE 53 FACEBOOK: COMPANY SNAPSHOT
    • TABLE 97 FACEBOOK: PRODUCT OFFERED
    • 12.2.10 TIBCO SOFTWARE
    • TABLE 98 TIBCO SOFTWARE: BUSINESS OVERVIEW
    • TABLE 99 TIBCO SOFTWARE: PRODUCT OFFERED
    • 12.2.11 ZEST AI
    • TABLE 100 ZEST AI: BUSINESS OVERVIEW
    • TABLE 101 ZEST AI: PRODUCT OFFERED
    • 12.2.12 PYMETRICS
    • TABLE 102 PYMETRICS: BUSINESS OVERVIEW
    • TABLE 103 PYMETRICS: PRODUCT OFFERED
    • 12.2.13 QLIK
    • TABLE 104 QLIK: BUSINESS OVERVIEW
    • TABLE 105 QLIK: PRODUCT OFFERED
    • 12.2.14 H2O.AI
    • TABLE 106 H2O.AI: BUSINESS OVERVIEW
    • TABLE 107 H20.AI: PRODUCT OFFERED
    • 12.2.15 INFORMATICA
    • TABLE 108 INFORMATICA: BUSINESS OVERVIEW
    • TABLE 109 INFORMATICA: PRODUCT OFFERED
    • 12.2.16 ATACCAMA
    • 12.2.17 DATAROBOT
    • 12.2.18 DATAIKU
    • 12.2.19 KYNDI
    • 12.2.20 SPARKCOGNITION
  • 12.3 START-UP/SME PLAYERS
    • 12.3.1 FIDDLER LABS
    • 12.3.2 DARWINAI
    • 12.3.3 UNTANGLE AI
    • 12.3.4 2021.AI
    • 12.3.5 INTEGRATE.AI
    • 12.3.6 TRUERA
    • 12.3.7 GENIE AI
    • 12.3.8 MINDSDB
    • 12.3.9 ANOTHERBRAIN
    • 12.3.10 DIVEPLANE
  • *Details on Business and Financial overview, Products offered, Recent developments & MnM View might not be captured in case of unlisted companies.

13 ADJACENT AND RELATED MARKETS

  • 13.1 INTRODUCTION
  • 13.2 DATA GOVERNANCE MARKET-GLOBAL FORECAST TO 2025
    • 13.2.1 MARKET DEFINITION
    • 13.2.2 MARKET OVERVIEW
      • 13.2.2.1 Data governance market, by application
    • TABLE 110 DATA GOVERNANCE MARKET SIZE, BY APPLICATION, 2014-2019 (USD MILLION)
    • TABLE 111 DATA GOVERNANCE MARKET SIZE, BY APPLICATION, 2019-2025 (USD MILLION)
      • 13.2.2.2 Data governance market, by component
    • TABLE 112 DATA GOVERNANCE MARKET SIZE, BY COMPONENT, 2014-2019 (USD MILLION)
    • TABLE 113 DATA GOVERNANCE MARKET SIZE, BY COMPONENT, 2019-2025 (USD MILLION)
      • 13.2.2.3 Data governance market, by deployment mode
    • TABLE 114 DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2014-2019 (USD MILLION)
    • TABLE 115 DATA GOVERNANCE MARKET SIZE, BY DEPLOYMENT MODEL, 2019-2025 (USD MILLION)
      • 13.2.2.4 Data governance market, by organization size
    • TABLE 116 DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 117 DATA GOVERNANCE MARKET SIZE, BY ORGANIZATION SIZE, 2019-2025 (USD MILLION)
      • 13.2.2.5 Data governance market, by vertical
    • TABLE 118 DATA GOVERNANCE MARKET SIZE, BY VERTICAL, 2014-2019 (USD MILLION)
    • TABLE 119 DATA GOVERNANCE MARKET SIZE, BY VERTICAL, 2019-2025 (USD MILLION)
      • 13.2.2.6 Data governance market, by region
    • TABLE 120 DATA GOVERNANCE MARKET SIZE, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 121 DATA GOVERNANCE MARKET SIZE, BY REGION, 2019-2025 (USD MILLION)
    • TABLE 122 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY COUNTRY, 2014-2019 (USD MILLION)
    • TABLE 123 NORTH AMERICA: DATA GOVERNANCE MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)
    • TABLE 124 EUROPE: DATA GOVERNANCE MARKET SIZE, BY COUNTRY, 2014-2019 (USD MILLION)
    • TABLE 125 EUROPE: DATA GOVERNANCE MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)
    • TABLE 126 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY COUNTRY, 2014-2019 (USD MILLION)
    • TABLE 127 ASIA PACIFIC: DATA GOVERNANCE MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)
  • 13.3 CONVERSATIONAL AI MARKET-GLOBAL FORECAST TO 2025
    • 13.3.1 MARKET DEFINITION
    • 13.3.2 MARKET OVERVIEW
      • 13.3.2.1 Conversational AI market, by component
    • TABLE 128 CONVERSATIONAL AI MARKET SIZE, BY COMPONENT, 2019-2025 (USD MILLION)
    • TABLE 129 CONVERSATIONAL AI MARKET SIZE, BY SERVICE, 2019-2025 (USD MILLION)
      • 13.3.2.2 Conversational AI market, by type
    • TABLE 130 CONVERSATIONAL AI MARKET SIZE, BY TYPE, 2019-2025 (USD MILLION)
      • 13.3.2.3 Conversational AI market, by technology
    • TABLE 131 CONVERSATIONAL AI MARKET SIZE, BY TECHNOLOGY, 2019-2025 (USD MILLION)
      • 13.3.2.4 Conversational AI market, by deployment mode
    • TABLE 132 CONVERSATIONAL AI MARKET SIZE, BY DEPLOYMENT MODE, 2019-2025 (USD MILLION)
      • 13.3.2.5 Conversational AI market, by application
    • TABLE 133 CONVERSATIONAL AI MARKET SIZE, BY APPLICATION, 2019-2025 (USD MILLION)
      • 13.3.2.6 Conversational AI market, by vertical
    • TABLE 134 CONVERSATIONAL AI MARKET SIZE, BY VERTICAL, 2019-2025 (USD MILLION)
      • 13.3.2.7 Conversational AI market, by region
    • TABLE 135 CONVERSATIONAL AI MARKET SIZE, BY REGION, 2019-2025(USD MILLION)
    • TABLE 136 NORTH AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)
    • TABLE 137 EUROPE: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)
    • TABLE 138 ASIA PACIFIC: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)
    • TABLE 139 MIDDLE EAST & AFRICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)
    • TABLE 140 LATIN AMERICA: CONVERSATIONAL AI MARKET SIZE, BY COUNTRY, 2019-2025 (USD MILLION)

14 APPENDIX

  • 14.1 DISCUSSION GUIDE
  • 14.2 KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 14.3 AVAILABLE CUSTOMIZATIONS
  • 14.4 RELATED REPORTS
  • 14.5 AUTHOR DETAILS