• 2022-12-07
    Last Updated
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AI in Insurance Market - Forecast(2022 - 2030)

DESCRIPTION
TABLE OF CONTENT

The AI in Insurance Market accounted for US$ XX Million/Billion in the year 2022 and is expected to grow at a CAGR of XX% during the forecast period 2021 - 2030, to account for US$ XX Million/Billion in the year 2030.

Global AI in Insurance Market is segmented by region into North America, Europe, Asia-Pacific, Middle East and Africa, South and Central America. The North America regional market is expected to grow with CAGR of XX.X% and reach US$ XX Million/Billion 2015 from US$ XX Million/Billion in 2022.

The key players profiled in the AI in Insurance Market research study includes top:

Microsoft Corporation (United States), IBM Corporation (United States), Amazon Web Services Inc. (United States), Avaamo Inc (United States), Wipro Limited (India), Cape Analytics LLC (United States), ZhongAn (China), Shift Technology (France), Acko General Insurance (India), BIMA (United Kingdom, Quantemplate (United States), Lemonade (United States), Trov (Japan), Zurich Insurance Group (Switzerland), Slice (United States)

By Application
Claims Processing
Personalized Recommendation
Risk Management and Compliance
Chatbots
Others

By Deployment Mode
On-Cloud
On-Premise

By Technology
Deep Learning
Machine Vision
Natural Language Processing (NLP)
Robotic Automation.

By Sector
Life Insurance
Title Insurance
Auto Insurance
Health Insurance
Others

By Component
Hardware
Software
Services

Since, the key findings in the AI in Insurance Market research reports highlight crucial progressive industry trends, it allows the companies across the value chain to develop effective long-term strategies. The clients get to understand a clear picture of the competitors and can develop strategies and modify business expansion plans accordingly. The AI in Insurance Market research reports cover thousands of global players that based on several parameters, such as company revenue, product portfolio, and geographic presence.

marketreports.info adheres to the codes of practice of the Market Research Society and Strategic and Competitive Intelligence Professionals. The following methodology has been followed for the collection and analysis of data presented in this report:

Coverage:

The objective of updating “marketreports.info” coverage is to ensure that it represents the most up-to-date vision of the industry possible. The estimated revenues of all major companies, including private and governmental, are gathered and used to prioritize coverage. Companies which are making the news, or which are of particular interest due to their innovative approach, are prioritized.

Secondary Research:

The AI in Insurance research process begins with exhaustive secondary research using internal and external sources to obtain qualitative and quantitative information relating to each AI in Insurance Market. The secondary research sources that are typically referred to include, but are not limited to:

  • AI in Insurance related Company Websites, Annual Reports, Financial Reports, Broker Reports and Investor Presentations
  • AI in Insurance Industry Trade Journals and Other Literature
  • AI in Insurance related National Government Documents, Statistical Databases and Market Reports
  • AI in Insurance related News Articles, Press Releases and Web-Casts Specific to the Companies Operating in the Market

NOTE: All the financials considered in Company Profile’s section have been standardized to US$. This has been achieved after converting the financials (for those not in US$) with respective currency exchange rates of the particular year.

Primary Research:

“marketreports.info” conducts hundreds of primary interviews a year with industry participants and commentators in order to validate its data and analysis. A typical AI in Insurance research interview fulfils the following functions:

  • Provides First-Hand Information on AI in Insurance Market Size, Market Trends, Growth Trends, Competitive Landscape and Future Outlook
  • AI in Insurance Market Validates and Strengthens Secondary Research Findings
  • AI in Insurance Market Further Develops the Analysis Team’s Expertise and Market Understanding

Primary research involves email interactions and telephone interviews for each AI in Insurance market, category, segment and sub -segment across geographies. The participants who typically take part in such a process include, but are not limited to:

  1. AI in Insurance Industry Participants: VPs, Business Development Managers, Market Intelligence Managers and National Sales Managers
  2. AI in Insurance Outside Experts: Valuation Experts, Research Analysts and Key Opinion Leaders Specializing in the Industry
Chapter 1 Global AI in Insurance Market Overview

1.1 Introduction
1.2 Taxonomy
1.2.1 By Product Type & End User
1.2.2 By Region
1.3 Drivers for AI in Insurance Market
1.4 Restraints for AI in Insurance Market
1.5 Opportunities for AI in Insurance Market
1.6 Trends for AI in Insurance Market
1.7 COVID-19 Impact Assessment on AI in Insurance Industry
1.8 Macro-economic Factors
1.9 Regulatory Framework
1.10 Pricing Analysis by Region, 2020
1.11 Opportunity Map Analysis
1.12 Opportunity Orbits
1.13 Market Investment Feasibility Index
1.14 PEST Analysis
1.15 PORTERS Five Force Analysis
1.16 Go to Market Strategy
1.17 Value Chain Analysis
1.18 Cost Structure Analysis
1.19 Regional Market Share and BPS Analysis

Chapter 2 Global AI in Insurance Market Overview

2.1 Global AI in Insurance Market by Product Type
2.1.1 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2029)
2.1.2 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by Product Type in 2019
2.1.3 Global AI in Insurance Market Attractiveness Analysis by Product Type, (2013-2020)
2.2 Global AI in Insurance Market by End User
2.2.1 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2029)
2.2.2 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by End User in 2019
2.2.3 Global AI in Insurance Market Attractiveness Analysis by End User, (2013-2020)
2.3 Global AI in Insurance Market by Region
2.3.1 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2029)
2.3.2 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by Region in 2019
2.3.3 Global AI in Insurance Market Attractiveness Analysis by Region, (2013-2020)
2.4 Global AI in Insurance Market Outlook (2013-2029)
2.4.1 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) (2013-2020)
2.4.2 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) (2021-2029)
2.5 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) by Regions
2.5.1 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2020)
2.5.2 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2021-2029)
2.6 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) by Product Type
2.6.1 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2020)
2.6.2 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2021-2029)
2.7 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) by End User
2.7.1 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2020)
2.7.2 Global AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2021-2029)
2.8 Global AI in Insurance Market Y-o-Y Growth Rate Comparison (2014-2029)
2.8.1 Global AI in Insurance Market Y-o-Y Growth Rate by Region
2.8.2 Global AI in Insurance Market Y-o-Y Growth Rate by Product Type
2.8.3 Global AI in Insurance Market Y-o-Y Growth Rate by End User
2.9 Global AI in Insurance Market Share Comparison (2013-2029)
2.9.1 Global AI in Insurance Market Share by Region
2.9.2 Global AI in Insurance Market Share by Product Type
2.9.3 Global AI in Insurance Market Share by End User

Chapter 3 North America AI in Insurance Market Overview

3.1 North America AI in Insurance Market by Product Type
3.1.1 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2029)
3.1.2 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by Product Type in 2019
3.1.3 North America AI in Insurance Market Attractiveness Analysis by Product Type, (2013-2020)
3.2 North America AI in Insurance Market by End User
3.2.1 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2029)
3.2.2 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by End User in 2019
3.2.3 North America AI in Insurance Market Attractiveness Analysis by End User, (2013-2020)
3.3 North America AI in Insurance Market by Region
3.3.1 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2029)
3.3.2 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by Region in 2019
3.3.3 North America AI in Insurance Market Attractiveness Analysis by Region, (2013-2020)
3.4 North America AI in Insurance Market Outlook (2013-2029)
3.4.1 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) (2013-2020)
3.4.2 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) (2021-2029)
3.5 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) by Regions
3.5.1 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2020)
3.5.2 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2021-2029)
3.6 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) by Product Type
3.6.1 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2020)
3.6.2 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2021-2029)
3.7 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) by End User
3.7.1 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2020)
3.7.2 North America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2021-2029)
3.8 North America AI in Insurance Market Y-o-Y Growth Rate Comparison (2014-2029)
3.8.1 North America AI in Insurance Market Y-o-Y Growth Rate by Region
3.8.2 North America AI in Insurance Market Y-o-Y Growth Rate by Product Type
3.8.3 North America AI in Insurance Market Y-o-Y Growth Rate by End User
3.9 North America AI in Insurance Market Share Comparison (2013-2029)
3.9.1 North America AI in Insurance Market Share by Region
3.9.2 North America AI in Insurance Market Share by Product Type
3.9.3 North America AI in Insurance Market Share by End User

Chapter 4 Europe AI in Insurance Market Overview

4.1 Europe AI in Insurance Market by Product Type
4.1.1 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2029)
4.1.2 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by Product Type in 2019
4.1.3 Europe AI in Insurance Market Attractiveness Analysis by Product Type, (2013-2020)
4.2 Europe AI in Insurance Market by End User
4.2.1 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2029)
4.2.2 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by End User in 2019
4.2.3 Europe AI in Insurance Market Attractiveness Analysis by End User, (2013-2020)
4.3 Europe AI in Insurance Market by Region
4.3.1 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2029)
4.3.2 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by Region in 2019
4.3.3 Europe AI in Insurance Market Attractiveness Analysis by Region, (2013-2020)
4.4 Europe AI in Insurance Market Outlook (2013-2029)
4.4.1 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) (2013-2020)
4.4.2 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) (2021-2029)
4.5 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) by Regions
4.5.1 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2020)
4.5.2 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2021-2029)
4.6 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) by Product Type
4.6.1 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2020)
4.6.2 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2021-2029)
4.7 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) by End User
4.7.1 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2020)
4.7.2 Europe AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2021-2029)
4.8 Europe AI in Insurance Market Y-o-Y Growth Rate Comparison (2014-2029)
4.8.1 Europe AI in Insurance Market Y-o-Y Growth Rate by Region
4.8.2 Europe AI in Insurance Market Y-o-Y Growth Rate by Product Type
4.8.3 Europe AI in Insurance Market Y-o-Y Growth Rate by End User
4.9 Europe AI in Insurance Market Share Comparison (2013-2029)
4.9.1 Europe AI in Insurance Market Share by Region
4.9.2 Europe AI in Insurance Market Share by Product Type
4.9.3 Europe AI in Insurance Market Share by End User

Chapter 5 Asia Pacific AI in Insurance Market Overview

5.1 Asia Pacific AI in Insurance Market by Product Type
5.1.1 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2029)
5.1.2 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by Product Type in 2019
5.1.3 Asia Pacific AI in Insurance Market Attractiveness Analysis by Product Type, (2013-2020)
5.2 Asia Pacific AI in Insurance Market by End User
5.2.1 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2029)
5.2.2 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by End User in 2019
5.2.3 Asia Pacific AI in Insurance Market Attractiveness Analysis by End User, (2013-2020)
5.3 Asia Pacific AI in Insurance Market by Region
5.3.1 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2029)
5.3.2 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by Region in 2019
5.3.3 Asia Pacific AI in Insurance Market Attractiveness Analysis by Region, (2013-2020)
5.4 Asia Pacific AI in Insurance Market Outlook (2013-2029)
5.4.1 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) (2013-2020)
5.4.2 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) (2021-2029)
5.5 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) by Regions
5.5.1 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2020)
5.5.2 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2021-2029)
5.6 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) by Product Type
5.6.1 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2020)
5.6.2 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2021-2029)
5.7 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) by End User
5.7.1 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2020)
5.7.2 Asia Pacific AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2021-2029)
5.8 Asia Pacific AI in Insurance Market Y-o-Y Growth Rate Comparison (2014-2029)
5.8.1 Asia Pacific AI in Insurance Market Y-o-Y Growth Rate by Region
5.8.2 Asia Pacific AI in Insurance Market Y-o-Y Growth Rate by Product Type
5.8.3 Asia Pacific AI in Insurance Market Y-o-Y Growth Rate by End User
5.9 Asia Pacific AI in Insurance Market Share Comparison (2013-2029)
5.9.1 Asia Pacific AI in Insurance Market Share by Region
5.9.2 Asia Pacific AI in Insurance Market Share by Product Type
5.9.3 Asia Pacific AI in Insurance Market Share by End User

Chapter 6 South America AI in Insurance Market Overview

6.1 South America AI in Insurance Market by Product Type
6.1.1 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2029)
6.1.2 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by Product Type in 2019
6.1.3 South America AI in Insurance Market Attractiveness Analysis by Product Type, (2013-2020)
6.2 South America AI in Insurance Market by End User
6.2.1 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2029)
6.2.2 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by End User in 2019
6.2.3 South America AI in Insurance Market Attractiveness Analysis by End User, (2013-2020)
6.3 South America AI in Insurance Market by Region
6.3.1 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2029)
6.3.2 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by Region in 2019
6.3.3 South America AI in Insurance Market Attractiveness Analysis by Region, (2013-2020)
6.4 South America AI in Insurance Market Outlook (2013-2029)
6.4.1 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) (2013-2020)
6.4.2 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) (2021-2029)
6.5 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) by Regions
6.5.1 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2020)
6.5.2 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2021-2029)
6.6 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) by Product Type
6.6.1 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2020)
6.6.2 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2021-2029)
6.7 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) by End User
6.7.1 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2020)
6.7.2 South America AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2021-2029)
6.8 South America AI in Insurance Market Y-o-Y Growth Rate Comparison (2014-2029)
6.8.1 South America AI in Insurance Market Y-o-Y Growth Rate by Region
6.8.2 South America AI in Insurance Market Y-o-Y Growth Rate by Product Type
6.8.3 South America AI in Insurance Market Y-o-Y Growth Rate by End User
6.9 South America AI in Insurance Market Share Comparison 2013-2029
6.9.1 South America AI in Insurance Market Share by Region
6.9.2 South America AI in Insurance Market Share by Product Type
6.9.3 South America AI in Insurance Market Share by End User

Chapter 7 MEA AI in Insurance Market Overview

7.1 MEA AI in Insurance Market by Product Type
7.1.1 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2029)
7.1.2 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by Product Type in 2019
7.1.3 MEA AI in Insurance Market Attractiveness Analysis by Product Type, (2013-2020)
7.2 MEA AI in Insurance Market by End User
7.2.1 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2029)
7.2.2 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by End User in 2019
7.2.3 MEA AI in Insurance Market Attractiveness Analysis by End User, (2013-2020)
7.3 MEA AI in Insurance Market by Region
7.3.1 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2029)
7.3.2 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) Market Share by Region in 2019
7.3.3 MEA AI in Insurance Market Attractiveness Analysis by Region, (2013-2020)
7.4 MEA AI in Insurance Market Outlook (2013-2029)
7.4.1 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) (2013-2020)
7.4.2 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) (2021-2029)
7.5 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) by Regions
7.5.1 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2013-2020)
7.5.2 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Region (2021-2029)
7.6 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) by Product Type
7.6.1 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2013-2020)
7.6.2 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by Product Type (2021-2029)
7.7 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) by End User
7.7.1 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2013-2020)
7.7.2 MEA AI in Insurance Market Value (US$ Mn) and Volume (Units) Comparison by End User (2021-2029)
7.8 MEA AI in Insurance Market Y-o-Y Growth Rate Comparison (2014-2029)
7.8.1 MEA AI in Insurance Market Y-o-Y Growth Rate by Region
7.8.2 MEA AI in Insurance Market Y-o-Y Growth Rate by Product Type
7.8.3 MEA AI in Insurance Market Y-o-Y Growth Rate by End User
7.9 MEA AI in Insurance Market Share Comparison (2013-2029)
7.9.1 MEA AI in Insurance Market Share by Region
7.9.2 MEA AI in Insurance Market Share by Product Type
7.9.3 MEA AI in Insurance Market Share by End User

Chapter 8 Global AI in Insurance Market Company Profiles

8.1 Market Competition Scenario Analysis, By Company
8.2 Competitor Landscape
8.3 Company Share Analysis
8.4 Company Profiles
8.4.1 Company
8.4.1.1 Company Overview
8.4.1.2 Business Description
8.4.1.3 Product Portfolio
8.4.1.4 Key Financials
8.4.1.5 Key Developments
8.4.1.6 SWOT Analysis

Companies Included:
Microsoft Corporation (United States)
IBM Corporation (United States)
Amazon Web Services Inc. (United States)
Avaamo Inc (United States)
Wipro Limited (India)
Cape Analytics LLC (United States)
ZhongAn (China)
Shift Technology (France)
Acko General Insurance (India)
BIMA (United Kingdom
Quantemplate (United States)
Lemonade (United States)
Trov (Japan)
Zurich Insurance Group (Switzerland)
Slice (United States)

Chapter 9 Methodology and Data Source

9.1 Research Approach/ Methodology
9.2 Market Size Estimation
9.3 Market Breakdown and Data Triangulation
9.4 Data Source
9.4.1 Secondary Sources
9.4.2 Primary Sources

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