AI Governance Market Analysis and Global Forecast 2023-2033

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AI Governance Market Research Report: By Component (Solution, Services), By Deployment Mode (Cloud, On-premises), By Organization Size Large enterprises, Small and medium-sized enterprises), By Vertical (BFSI, Government and Defense, Healthcare and Information & Communication Technologys, Other Verticals), and by Region — Forecast till 2033.

Page: 152

Report Published on: October 22, 2024
$ 3,470.00
$ 5,520.00
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Description

AI Governance Market Overview

AI Governance Market Size is expected to reach USD 114.24 Billion by 2033. The AI Governance industry size accounted for USD 54.74 Billion in 2023 and is expected to expand at a compound annual growth rate (CAGR) of 62.4% from 2023 to 2033. AI governance in the financial sector refers to the regulatory and supervisory expectations for AI models used in financial services. It involves implementing sound governance frameworks to ensure that AI models align with an organization’s objectives and values, while also addressing conduct and prudential risks. These frameworks should consider existing international standards and emerging common themes, such as reliability, accountability, transparency, fairness, and ethics. The development of international guidance or standards by financial standard-setting bodies could help jurisdictions embarking on digital transformation and serve as a minimum benchmark for the orderly deployment of AI technologies within the financial sector.

Global AI Governance Market Synopsis

AI Governance MarketCOVID-19 Impact Analysis

The AI Governance market experienced a detrimental effect due to the Covid-19 pandemic. The COVID-19 pandemic has caused supply chain hiccups, which have decreased demand or created shortages in the market for AI governance. Spending by consumers and businesses has decreased significantly as a result of the travel restrictions and social distancing measures, and this trend is expected to persist for some time. The epidemic has altered end-user trends and tastes, prompting manufacturers, developers, and service providers to implement diverse tactics aimed at stabilizing their businesses.

Global AI Governance Market Dynamics

The major factors that have impacted the growth of AI Governance are as follows:

Drivers:

⮚      Technological Complexity

AI systems are becoming increasingly complex, involving multiple stakeholders, data sources, algorithms, and decision-making processes. Governance frameworks are needed to manage this complexity and ensure alignment with organizational goals.

Restraint:

  • Data Quality and Availability

AI systems rely on large volumes of high-quality data for training and decision-making. However, ensuring data quality, integrity, and availability can be challenging, especially in domains with limited or biased datasets.

Opportunity:

⮚      Market Expansion

As AI technologies become more pervasive across industries and sectors, the demand for AI governance solutions and services is expected to grow significantly. This expansion presents opportunities for both existing and new players in the AI governance market to develop innovative solutions to address emerging governance challenges.

AI Governance Market Segment Overview

By Component

AI Governance Market Component AnalysisBased on the Component,   the market is segmented based on Solution, Services. The solution segment dominated the market in 2022. Owing to the existence of well-diversified market competitors, the solution sector is also expected to dominate the segment market throughout the projection period.

By Deployment Mode

Based on Deployment Mode, the market has been divided into Cloud and On-premise, the on-premises category led the market in 2022. Some of the key trends in the on-premises AI governance market that are propelling the growth of the sector are data governance, explainable AI, edge computing, integration with DevOps workflows, scalability, and flexibility.

 

By Organization Size

Based on the Organization Size, the market has been divided into Large enterprises and Small and medium-sized enterprises. Large enterprises dominate the market as companies are putting more emphasis on data security and privacy because they want to make sure that their AI systems safeguard sensitive data. Additionally, it is anticipated that the need for integrating AI governance to lower risk will increase as big businesses become more vulnerable to cyberattacks and other security-related problems, spurring market expansion in this area.

 

By Vertical

Based on Vertical, the market has been divided into BFSI, Government and Defense, Healthcare and Information & Communication Technologies and Other Verticals. In 2022, the Government and Defense category held a dominant portion of the market, accounting for roughly 19%. The market is expanding due to a number of trends ensuring the responsible, moral, and open application of AI in many fields, such as healthcare and life sciences.

Global AI Governance Market Regional Analysis

Based on region, the market has been divided into North America, Europe, Asia-Pacific, the Middle East & Africa, and Latin America. The area of North America is anticipated to dominate the market for the usage of AI Governance, followed by those in Asia-Pacific and Europe.

Global AI Governance Market Regional AnalysisAI Governance North America Market

The North American region holds a dominant position in the AI Governance market. In 2022, the North American region held the largest market share, accounting for 31.93%. Because of the growing usage of artificial intelligence (AI) by businesses and governments, which is one of the key factors driving the industry’s growth, North America is anticipated to take a sizable part of the market. Legislators and government agencies in the United States have been developing rules and laws for automated systems and aluminum in recent years in an effort to strike a balance between preventing the adverse consequences of this technology and encouraging healthy competition and advancements.

AI Governance Europe Market

The Europe region is witnessing rapid growth and emerging as a significant market for the AI Governance industry With a focus on data privacy and ethical AI, Europe is another important market for AI legislation. Some recent EU regulations that have been established or proposed target data privacy, bias and discrimination, and algorithmic transparency. These include the General Data Protection Regulation (GDPR) and the AI Act. Furthermore, developing guidelines and standards for AI ethics has become more important, with organizations like the European Alliance and the high-level expert group on AI spearheading this effort.

Competitive Landscape

The competitive landscape includes key players (tier 1, tier 2, and local) having a presence across the globe. Companies such as Alphabet Inc, Microsoft Corporation, IBM Corporation, Amazon Web Services, Inc, and QlikTech International AB are some of the leading players in the global AI Governance Industry. These players have adopted partnership, acquisition, expansion, and new product development, among others as their key strategies.

Key Market Players:

  • Alphabet Inc
  • Microsoft Corporation
  • IBM Corporation
  • Amazon Web Services, Inc
  • QlikTech International AB
  • TIBCO Software Inc.
  • SAS Institute Inc.
  • Facebook, Inc
  • Pymetrics Inc.
  • Ataccama Corporation

Key Development:

In December 2021, Amazon Web Services, Inc. partnered with Meta, an American multinational technology corporation, to supply cloud services to AWS. Through this partnership, both businesses would work to improve how users of PyTorch on AWS operate their instances as well as how developers build, train, deploy, and use machine learning and artificial intelligence models.

Scope of the Report

Global AI Governance Market, by Component
  • Solution
  • Services
Global AI Governance Market, by Deployment Mode
  • Cloud
  • On-premises
Global AI Governance Market, by Organization Size
  • Large enterprises
  • Small and medium-sized enterprises
Global AI Governance Market, by Vertical
  • BFSI
  • Government and Defence
  • Healthcare and Information & Communication Technologys
  • Other Verticals
Global AI Governance Market, by Region
  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
    • Italy
    • Spain
    • Benelux
    • Nordic
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • South Korea
    • Indonesia
    • Austalia
    • Malaysia
    • India
    • Rest of Asia Pacific
  • South America
    • Brazil
    • Argentina
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Egypt
    • South Africa
    • Rest of Middle East & Africa

 

Parameters Indicators
Market Size 2033: $114.24 Billion
CAGR 62.4% CAGR (2023-2033)
Base year 2022
Forecast Period 2023-2033
Historical Data 2021
Report Coverage Revenue Forecast, Competitive Landscape, Growth Factors, and Trends
Key Segmentations Component, Deployment Mode, Organization Size,Vertical
Geographies Covered North America, Europe, Asia-Pacific, Latin America, Middle East, Africa
Key Vendors Alphabet Inc, Microsoft Corporation, IBM Corporation, Amazon Web Services, Inc, QlikTech International AB, TIBCO Software Inc., SAS Institute Inc., Facebook, Inc, Pymetrics Inc., Ataccama Corporation
Key Market Opportunities AI Governance Training and Education
International Collaboration and Standards Setting
Key Market Drivers Data Governance
Technological Advancements

REPORT CONTENT BRIEF:

  • High-level analysis of the current and future AI Governance Industry trends and opportunities
  • Detailed analysis of current market drivers, restraining factors, and opportunities analysis in the future
  • Historical market size for the year 2021, and forecast from 2023 to 2033
  • AI Governance market share analysis for each segment
  • Competitor analysis with a comprehensive insight into its product segment, financial strength, and strategies adopted.
  • Identifies key strategies adopted by the key players including new product development, mergers and acquisitions, joint ventures, collaborations, and partnerships.
  • To identify and understand the various factors involved in the global AI Governance market affected by the pandemic
  • To provide year-on-year growth from 2022 to 2033
  • To provide short-term, long-term, and overall CAGR comparison from 2022 to 2033.
  • Provide Total Addressable Market (TAM) for the Global AI Governance Market.

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Frequently Asked Questions (FAQ)

The AI Governance market is anticipated to expand at an impressive compound annual growth rate (CAGR) of 62.4% from 2023 to 2033.

North America is expected to dominate the AI Governance market, closely followed by Asia-Pacific and Europe, reflecting a high growth rate.

Currently, North America holds the largest market share in the AI Governance market, attributed to the significant adoption of AI technologies by businesses and governments in the region.

Key players in the AI Governance market include Alphabet Inc, Microsoft Corporation, IBM Corporation, Amazon Web Services, Inc, QlikTech International AB, TIBCO Software Inc., SAS Institute Inc., Facebook, Inc, Pymetrics Inc., and Ataccama Corporation, among others.

Yes, we offer 16 hours of analyst support to solve the queries

Yes, we provide regional as well as country-level reports. Other than this we also provide a sectional report. Please get in contact with our sales representatives.

Table of Content

Table of Content

CHAPTER 1.                 Executive Summary

CHAPTER 2.                 Scope of the Study

2.1.        Market Definition

2.2.        Market Scope & Segmentation

2.2.1.         Objective of Report

CHAPTER 3.                 Evolve BI Methodology

3.1.        Data Collection & Validation Approach

3.2.        Market Size Estimation and Forecast

CHAPTER 4.                 Exclusive Analysis

4.1.        Market Opportunity Score

4.1.1.         Component Segement – Market Opportunity Score

4.1.2.         Deployment Mode Segment – Market Opportunity Score

4.1.3.         Organization SizeSegment – Market Opportunity Score

4.1.4.         Vertical Segment – Market Opportunity Score

4.2.        Key Market Influencing Indicators

CHAPTER 5.                 Market Insights and Trends

5.1.        Value Chain Analysis

5.1.1.         Component

5.1.2.         Manufacturing Process

5.1.3.         Distribution Channel

5.1.4.         End User

5.2.        Porter’s Five Forces Analysis

5.2.1.         Bargaining Power of Buyers

5.2.2.         Bargaining Power of Suppliers

5.2.3.         Threat of New Entrant

5.2.4.         Threat of Substitute

5.2.5.         Industry Rivalry

5.3.        COVID-19 Impact and Post COVID Scenario on AI Governance Market

5.3.1.         Impact of COVID-19

5.3.2.         Government Support and Industry Revival Policies

5.3.3.         Measures Taken by Companies to Mitigate Negative Impact

5.3.4.         Post COVID Trend

CHAPTER 6.                 MArket Dynamics

6.1.        Introduction

6.2.        Drivers

6.2.1.         Driver 1

6.2.2.         Driver 2

6.2.3.         Driver 3

6.3.        Restraints

6.3.1.         Restraint 1

6.3.2.         Restraint 2

6.4.        Opportunity

6.4.1.         Opportunity 1

CHAPTER 7.                 Global AI Governance Market, By Component

7.1.        Introduction

7.1.1. Solution

7.1.2. Services

CHAPTER 8.                 Global AI Governance Market, By Deployment Mode

8.1.        Introduction

8.1.1. Cloud

8.1.2. On-premises

CHAPTER 9.                 Global AI Governance Market, By Organization Size

9.1.        Introduction

9.1.1. Large enterprises

9.1.2. Small and medium-sized enterprises

CHAPTER 10.               Global AI Governance Market, By Vertical

10.1.     Introduction

10.1.1. BFSI

10.1.2. Government and Defence

10.1.3. Healthcare and Information & Communication Technologys

10.1.4. Other Verticals

CHAPTER 11.               Global AI Governance Market, By Region

11.1.     Introduction

11.2.     NORTH AMERICA

11.2.1.      North America: Market Size and Forecast, By Country, 2023 – 2033 ($ Million)

11.2.2.      North America: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.2.3.      North America: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.2.4.      North America: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.2.5.      North America: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.2.6.      US

11.2.6.1.       US: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.2.6.2.       US: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.2.6.3.       US: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.2.6.4.       US: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.2.7.      CANADA

11.2.7.1.       Canada: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.2.7.2.       Canada: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.2.7.3.       Canada: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.2.7.4.       Canada: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.2.8.      MEXICO

11.2.8.1.       Mexico: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.2.8.2.       Mexico: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.2.8.3.       Mexico: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.2.8.4.       Mexico: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.3.     Europe

11.3.1.      Europe: Market Size and Forecast, By Country, 2023 – 2033 ($ Million)

11.3.2.      Europe: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.3.3.      Europe: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.3.4.      Europe: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.3.5.      Europe: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.3.6.      U.K.

11.3.6.1.       U.K.: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.3.6.2.       U.K.: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.3.6.3.       U.K.: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.3.6.4.       U.K.: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.3.7.      GERMANY

11.3.7.1.       Germany: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.3.7.2.       Germany: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.3.7.3.       Germany: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.3.7.4.       Germany: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.3.8.      FRANCE

11.3.8.1.       France: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.3.8.2.       France: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.3.8.3.       France: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.3.8.4.       France: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.3.9.      ITALY

11.3.9.1.       Italy: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.3.9.2.       Italy: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.3.9.3.       Italy: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.3.9.4.       Italy: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.3.10.         SPAIN

11.3.10.1.     Spain: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.3.10.2.     Spain: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.3.10.3.     Spain: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.3.10.4.     Spain: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.3.11.         BENELUX

11.3.11.1.     BeNeLux: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.3.11.2.     BeNeLux: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.3.11.3.     BeNeLux: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.3.11.4.     BeNeLux: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.3.12.         RUSSIA

11.3.12.1.     Russia: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.3.12.2.     Russia: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.3.12.3.     Russia: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.3.12.4.     Russia: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.3.13.         REST OF EUROPE

11.3.13.1.     Rest of Europe: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.3.13.2.     Rest of Europe: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.3.13.3.     Rest of Europe: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.3.13.4.     Rest of Europe: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.4.     Asia Pacific

11.4.1.      Asia Pacific: Market Size and Forecast, By Country, 2023 – 2033 ($ Million)

11.4.2.      Asia Pacific: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.4.3.      Asia Pacific: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.4.4.      Asia Pacific: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.4.5.      Asia Pacific: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.4.6.      CHINA

11.4.6.1.       China: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.4.6.2.       China: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.4.6.3.       China: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.4.6.4.       China: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.4.7.      JAPAN

11.4.7.1.       Japan: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.4.7.2.       Japan: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.4.7.3.       Japan: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.4.7.4.       Japan: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.4.8.      INDIA

11.4.8.1.       India: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.4.8.2.       India: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.4.8.3.       India: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.4.8.4.       India: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.4.9.      SOUTH KOREA

11.4.9.1.       South Korea: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.4.9.2.       South Korea: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.4.9.3.       South Korea: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.4.9.4.       South Korea: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.4.10.         THAILAND

11.4.10.1.     Thailand: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.4.10.2.     Thailand: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.4.10.3.     Thailand: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.4.10.4.     Thailand: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.4.11.         INDONESIA

11.4.11.1.     Indonesia: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.4.11.2.     Indonesia: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.4.11.3.     Indonesia: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.4.11.4.     Indonesia: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.4.12.         MALAYSIA

11.4.12.1.     Malaysia: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.4.12.2.     Malaysia: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.4.12.3.     Malaysia: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.4.12.4.     Malaysia: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.4.13.         AUSTRALIA

11.4.13.1.     Australia: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.4.13.2.     Australia: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.4.13.3.     Australia: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.4.13.4.     Australia: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.4.14.         REST FO ASIA PACIFIC

11.4.14.1.     Rest fo Asia Pacific: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.4.14.2.     Rest fo Asia Pacific: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.4.14.3.     Rest fo Asia Pacific: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.4.14.4.     Rest fo Asia Pacific: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.5.     South America

11.5.1.      South America: Market Size and Forecast, By Country, 2023 – 2033 ($ Million)

11.5.2.      South America: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.5.3.      South America: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.5.4.      South America: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.5.5.      South America: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.5.6.      BRAZIL

11.5.6.1.       Brazil: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.5.6.2.       Brazil: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.5.6.3.       Brazil: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.5.6.4.       Brazil: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.5.7.      ARGENTINA

11.5.7.1.       Argentina: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.5.7.2.       Argentina: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.5.7.3.       Argentina: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.5.7.4.       Argentina: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.5.8.      REST OF SOUTH AMERICA

11.5.8.1.       Rest of South America: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.5.8.2.       Rest of South America: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.5.8.3.       Rest of South America: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.5.8.4.       Rest of South America: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.6.     Middle East & Africa

11.6.1.      Middle East & Africa: Market Size and Forecast, By Country, 2023 – 2033 ($ Million)

11.6.2.      Middle East & Africa: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.6.3.      Middle East & Africa: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.6.4.      Middle East & Africa: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.6.5.      Middle East & Africa: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.6.6.      SAUDI ARABIA

11.6.6.1.       Saudi Arabia: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.6.6.2.       Saudi Arabia: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.6.6.3.       Saudi Arabia: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.6.6.4.       Saudi Arabia: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.6.7.      UAE

11.6.7.1.       UAE: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.6.7.2.       UAE: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.6.7.3.       UAE: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.6.7.4.       UAE: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.6.8.      EGYPT

11.6.8.1.       Egypt: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.6.8.2.       Egypt: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.6.8.3.       Egypt: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.6.8.4.       Egypt: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.6.9.      SOUTH AFRICA

11.6.9.1.       South Africa: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.6.9.2.       South Africa: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.6.9.3.       South Africa: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.6.9.4.       South Africa: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

11.6.10.         REST OF MIDDLE EAST & AFRICA

11.6.10.1.     Rest of Middle East & Africa: Market Size and Forecast, By Component,  2023 – 2033 ($ Million)

11.6.10.2.     Rest of Middle East & Africa: Market Size and Forecast, By Deployment Mode, 2023 – 2033 ($ Million)

11.6.10.3.     Rest of Middle East & Africa: Market Size and Forecast, By Organization Size,2023 – 2033 ($ Million)

11.6.10.4.     Rest of Middle East & Africa: Market Size and Forecast, By Vertical, 2023 – 2033 ($ Million)

CHAPTER 12.               Competitive Landscape

12.1.     Competitior Benchmarking 2023

12.2.     Market Share Analysis

12.3.     Key Developments Analysis By Top 5 Companies

12.4.     Market Share Acquisition Strategies: Analysis of Key Approaches Employed by Top Players

CHAPTER 13.               Company Profiles

13.1.     Alphabet Inc

13.1.1.      Business Overview

13.1.2.      Financial Analysis

13.1.2.1.       Business Segment Revenue, 2018, 2019, 2020, $ Million

13.1.2.2.       Geographic Revenue Mix, 2020 (% Share)

13.1.3.      Product Portfolio

13.1.4.      Recent Development and Strategies Adopted

13.1.5.      SWOT Analysis

13.2.     Microsoft Corporation

13.3.     IBM Corporation

13.4.     Amazon Web Services, Inc

13.5.     QlikTech International AB

13.6.     TIBCO Software Inc.

13.7.     SAS Institute Inc.

13.8.     Facebook, Inc

13.9.     Pymetrics Inc.

13.10.  Ataccama Corporation

Connect to Analyst

Connect to Analyst

Research Methodology

Research Methodology