Global Augmented Intelligence Market 2024-2028

Global Augmented Intelligence Market 2024-2028


Augmented Intelligence Market 2024-2028

The augmented intelligence market is forecasted to grow by USD 61.3 bn during 2023-2028, accelerating at a CAGR of 33.1% during the forecast period. The report on the augmented intelligence market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by rise in adoption of augmented intelligence by enterprises to gain best outcome, governments and financial institutions investing in iot ecosystem development, and increase in use of digital technology to fulfill the customers' expectation.

Technavio's augmented intelligence market is segmented as below:

By Technology
  • Machine learning
  • NLP
  • Computer vision
  • Others
By Geographical Landscape
  • North America
  • Europe
  • APAC
  • South America
  • Middle East and Africa
This study identifies the implementation of augmenting analytics in business intelligence tools as one of the prime reasons driving the augmented intelligence market growth during the next few years. Also, increasing number of strategic partnerships and acquisitions and increasing research and development expenditures by major companies to embrace augmented intelligence solutions will lead to sizable demand in the market.

The report on the augmented intelligence market covers the following areas:
  • Augmented Intelligence Market sizing
  • Augmented Intelligence Market forecast
  • Augmented Intelligence Market industry analysis
The 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 augmented intelligence market vendors that include Alibaba Cloud, Alphabet Inc., Amazon.com Inc., Baidu Inc., Cisco Systems Inc., Meta Platforms Inc., General Vision Inc., Graphcore Ltd., Hewlett Packard Enterprise Co., Huawei Technologies Co. Ltd., iFLYTEK Co. Ltd., Intel Corp., International Business Machines Corp., Microsoft Corp., NVIDIA Corp., Oracle Corp., Salesforce Inc., Samsung Electronics Co. Ltd., SAP SE, SAS Institute Inc., and Siemens AG. Also, the augmented intelligence market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.


1 Executive Summary
1.1 Market overview
Executive Summary - Chart on Market Overview
Executive Summary - Data Table on Market Overview
Executive Summary - Chart on Global Market Characteristics
Executive Summary - Chart on Market By Geographical Landscape
Executive Summary - Chart on Market Segmentation by Technology
Executive Summary - Chart on Incremental Growth
Executive Summary - Data Table on Incremental Growth
Executive Summary - Chart on Company Market Positioning
2 Market Landscape
2.1 Market ecosystem
Parent Market
Data Table on - Parent Market
2.2 Market characteristics
Market characteristics analysis
2.3 Value chain analysis
Value Chain Analysis
3 Market Sizing
3.1 Market definition
Offerings of companies included in the market definition
3.2 Market segment analysis
Market segments
3.3 Market size 2023
3.4 Market outlook: Forecast for 2023-2028
Chart on Global - Market size and forecast 2023-2028 ($ billion)
Data Table on Global - Market size and forecast 2023-2028 ($ billion)
Chart on Global Market: Year-over-year growth 2023-2028 (%)
Data Table on Global Market: Year-over-year growth 2023-2028 (%)
4 Historic Market Size
4.1 Global Augmented Intelligence Market 2018 - 2022
Historic Market Size - Data Table on Global Augmented Intelligence Market 2018 - 2022 ($ billion)
4.2 Technology segment analysis 2018 - 2022
Historic Market Size - Technology Segment 2018 - 2022 ($ billion)
4.3 Geography segment analysis 2018 - 2022
Historic Market Size - Geography Segment 2018 - 2022 ($ billion)
4.4 Country segment analysis 2018 - 2022
Historic Market Size - Country Segment 2018 - 2022 ($ billion)
5 Five Forces Analysis
5.1 Five forces summary
Five forces analysis - Comparison between 2023 and 2028
5.2 Bargaining power of buyers
Bargaining power of buyers - Impact of key factors 2023 and 2028
5.3 Bargaining power of suppliers
Bargaining power of suppliers - Impact of key factors in 2023 and 2028
5.4 Threat of new entrants
Threat of new entrants - Impact of key factors in 2023 and 2028
5.5 Threat of substitutes
Threat of substitutes - Impact of key factors in 2023 and 2028
5.6 Threat of rivalry
Threat of rivalry - Impact of key factors in 2023 and 2028
5.7 Market condition
Chart on Market condition - Five forces 2023 and 2028
6 Market Segmentation by Technology
6.1 Market segments
Chart on Technology - Market share 2023-2028 (%)
Data Table on Technology - Market share 2023-2028 (%)
6.2 Comparison by Technology
Chart on Comparison by Technology
Data Table on Comparison by Technology
6.3 Machine learning - Market size and forecast 2023-2028
Chart on Machine learning - Market size and forecast 2023-2028 ($ billion)
Data Table on Machine learning - Market size and forecast 2023-2028 ($ billion)
Chart on Machine learning - Year-over-year growth 2023-2028 (%)
Data Table on Machine learning - Year-over-year growth 2023-2028 (%)
6.4 NLP - Market size and forecast 2023-2028
Chart on NLP - Market size and forecast 2023-2028 ($ billion)
Data Table on NLP - Market size and forecast 2023-2028 ($ billion)
Chart on NLP - Year-over-year growth 2023-2028 (%)
Data Table on NLP - Year-over-year growth 2023-2028 (%)
6.5 Computer vision - Market size and forecast 2023-2028
Chart on Computer vision - Market size and forecast 2023-2028 ($ billion)
Data Table on Computer vision - Market size and forecast 2023-2028 ($ billion)
Chart on Computer vision - Year-over-year growth 2023-2028 (%)
Data Table on Computer vision - Year-over-year growth 2023-2028 (%)
6.6 Others - Market size and forecast 2023-2028
Chart on Others - Market size and forecast 2023-2028 ($ billion)
Data Table on Others - Market size and forecast 2023-2028 ($ billion)
Chart on Others - Year-over-year growth 2023-2028 (%)
Data Table on Others - Year-over-year growth 2023-2028 (%)
6.7 Market opportunity by Technology
Market opportunity by Technology ($ billion)
Data Table on Market opportunity by Technology ($ billion)
7 Customer Landscape
7.1 Customer landscape overview
Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
8 Geographic Landscape
8.1 Geographic segmentation
Chart on Market share By Geographical Landscape 2023-2028 (%)
Data Table on Market share By Geographical Landscape 2023-2028 (%)
8.2 Geographic comparison
Chart on Geographic comparison
Data Table on Geographic comparison
8.3 North America - Market size and forecast 2023-2028
Chart on North America - Market size and forecast 2023-2028 ($ billion)
Data Table on North America - Market size and forecast 2023-2028 ($ billion)
Chart on North America - Year-over-year growth 2023-2028 (%)
Data Table on North America - Year-over-year growth 2023-2028 (%)
8.4 Europe - Market size and forecast 2023-2028
Chart on Europe - Market size and forecast 2023-2028 ($ billion)
Data Table on Europe - Market size and forecast 2023-2028 ($ billion)
Chart on Europe - Year-over-year growth 2023-2028 (%)
Data Table on Europe - Year-over-year growth 2023-2028 (%)
8.5 APAC - Market size and forecast 2023-2028
Chart on APAC - Market size and forecast 2023-2028 ($ billion)
Data Table on APAC - Market size and forecast 2023-2028 ($ billion)
Chart on APAC - Year-over-year growth 2023-2028 (%)
Data Table on APAC - Year-over-year growth 2023-2028 (%)
8.6 South America - Market size and forecast 2023-2028
Chart on South America - Market size and forecast 2023-2028 ($ billion)
Data Table on South America - Market size and forecast 2023-2028 ($ billion)
Chart on South America - Year-over-year growth 2023-2028 (%)
Data Table on South America - Year-over-year growth 2023-2028 (%)
8.7 Middle East and Africa - Market size and forecast 2023-2028
Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
8.8 US - Market size and forecast 2023-2028
Chart on US - Market size and forecast 2023-2028 ($ billion)
Data Table on US - Market size and forecast 2023-2028 ($ billion)
Chart on US - Year-over-year growth 2023-2028 (%)
Data Table on US - Year-over-year growth 2023-2028 (%)
8.9 UK - Market size and forecast 2023-2028
Chart on UK - Market size and forecast 2023-2028 ($ billion)
Data Table on UK - Market size and forecast 2023-2028 ($ billion)
Chart on UK - Year-over-year growth 2023-2028 (%)
Data Table on UK - Year-over-year growth 2023-2028 (%)
8.10 China - Market size and forecast 2023-2028
Chart on China - Market size and forecast 2023-2028 ($ billion)
Data Table on China - Market size and forecast 2023-2028 ($ billion)
Chart on China - Year-over-year growth 2023-2028 (%)
Data Table on China - Year-over-year growth 2023-2028 (%)
8.11 Japan - Market size and forecast 2023-2028
Chart on Japan - Market size and forecast 2023-2028 ($ billion)
Data Table on Japan - Market size and forecast 2023-2028 ($ billion)
Chart on Japan - Year-over-year growth 2023-2028 (%)
Data Table on Japan - Year-over-year growth 2023-2028 (%)
8.12 India - Market size and forecast 2023-2028
Chart on India - Market size and forecast 2023-2028 ($ billion)
Data Table on India - Market size and forecast 2023-2028 ($ billion)
Chart on India - Year-over-year growth 2023-2028 (%)
Data Table on India - Year-over-year growth 2023-2028 (%)
8.13 Market opportunity By Geographical Landscape
Market opportunity By Geographical Landscape ($ billion)
Data Tables on Market opportunity By Geographical Landscape ($ billion)
9 Drivers, Challenges, and Opportunity/Restraints
9.1 Market drivers
9.2 Market challenges
9.3 Impact of drivers and challenges
Impact of drivers and challenges in 2023 and 2028
9.4 Market opportunities/restraints
10 Competitive Landscape
10.1 Overview
10.2 Competitive Landscape
Overview on criticality of inputs and factors of differentiation
10.3 Landscape disruption
Overview on factors of disruption
10.4 Industry risks
Impact of key risks on business
11 Competitive Analysis
11.1 Companies profiled
Companies covered
11.2 Market positioning of companies
Matrix on companies position and classification
11.3 Alphabet Inc.
Alphabet Inc. - Overview
Alphabet Inc. - Business segments
Alphabet Inc. - Key offerings
Alphabet Inc. - Segment focus
11.4 Amazon.com Inc.
Amazon.com Inc. - Overview
Amazon.com Inc. - Business segments
Amazon.com Inc. - Key news
Amazon.com Inc. - Key offerings
Amazon.com Inc. - Segment focus
11.5 Baidu Inc.
Baidu Inc. - Overview
Baidu Inc. - Business segments
Baidu Inc. - Key offerings
Baidu Inc. - Segment focus
11.6 Meta Platforms Inc.
Meta Platforms Inc. - Overview
Meta Platforms Inc. - Business segments
Meta Platforms Inc. - Key news
Meta Platforms Inc. - Key offerings
Meta Platforms Inc. - Segment focus
11.7 Intel Corp.
Intel Corp. - Overview
Intel Corp. - Business segments
Intel Corp. - Key news
Intel Corp. - Key offerings
Intel Corp. - Segment focus
11.8 International Business Machines Corp.
International Business Machines Corp. - Overview
International Business Machines Corp. - Business segments
International Business Machines Corp. - Key news
International Business Machines Corp. - Key offerings
International Business Machines Corp. - Segment focus
11.9 Microsoft Corp.
Microsoft Corp. - Overview
Microsoft Corp. - Business segments
Microsoft Corp. - Key news
Microsoft Corp. - Key offerings
Microsoft Corp. - Segment focus
11.10 Samsung Electronics Co. Ltd.
Samsung Electronics Co. Ltd. - Overview
Samsung Electronics Co. Ltd. - Business segments
Samsung Electronics Co. Ltd. - Key news
Samsung Electronics Co. Ltd. - Key offerings
Samsung Electronics Co. Ltd. - Segment focus
11.11 SAP SE
SAP SE - Overview
SAP SE - Business segments
SAP SE - Key news
SAP SE - Key offerings
SAP SE - Segment focus
11.12 SAS Institute Inc.
SAS Institute Inc. - Overview
SAS Institute Inc. - Product / Service
SAS Institute Inc. - Key news
SAS Institute Inc. - Key offerings
12 Appendix
12.1 Scope of the report
12.2 Inclusions and exclusions checklist
Inclusions checklist
Exclusions checklist
12.3 Currency conversion rates for US$
Currency conversion rates for US$
12.4 Research methodology
Research methodology
12.5 Data procurement
Information sources
12.6 Data validation
Data validation
12.7 Validation techniques employed for market sizing
Validation techniques employed for market sizing
12.8 Data synthesis
Data synthesis
12.9 360 degree market analysis
360 degree market analysis
12.10 List of abbreviations
List of abbreviations
Exhibits:
Exhibits1: Executive Summary - Chart on Market Overview
Exhibits2: Executive Summary - Data Table on Market Overview
Exhibits3: Executive Summary - Chart on Global Market Characteristics
Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits5: Executive Summary - Chart on Market Segmentation by Technology
Exhibits6: Executive Summary - Chart on Incremental Growth
Exhibits7: Executive Summary - Data Table on Incremental Growth
Exhibits8: Executive Summary - Chart on Company Market Positioning
Exhibits9: Parent Market
Exhibits10: Data Table on - Parent Market
Exhibits11: Market characteristics analysis
Exhibits12: Value Chain Analysis
Exhibits13: Offerings of companies included in the market definition
Exhibits14: Market segments
Exhibits15: Chart on Global - Market size and forecast 2023-2028 ($ billion)
Exhibits16: Data Table on Global - Market size and forecast 2023-2028 ($ billion)
Exhibits17: Chart on Global Market: Year-over-year growth 2023-2028 (%)
Exhibits18: Data Table on Global Market: Year-over-year growth 2023-2028 (%)
Exhibits19: Historic Market Size - Data Table on Global Augmented Intelligence Market 2018 - 2022 ($ billion)
Exhibits20: Historic Market Size - Technology Segment 2018 - 2022 ($ billion)
Exhibits21: Historic Market Size - Geography Segment 2018 - 2022 ($ billion)
Exhibits22: Historic Market Size - Country Segment 2018 - 2022 ($ billion)
Exhibits23: Five forces analysis - Comparison between 2023 and 2028
Exhibits24: Bargaining power of buyers - Impact of key factors 2023 and 2028
Exhibits25: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
Exhibits26: Threat of new entrants - Impact of key factors in 2023 and 2028
Exhibits27: Threat of substitutes - Impact of key factors in 2023 and 2028
Exhibits28: Threat of rivalry - Impact of key factors in 2023 and 2028
Exhibits29: Chart on Market condition - Five forces 2023 and 2028
Exhibits30: Chart on Technology - Market share 2023-2028 (%)
Exhibits31: Data Table on Technology - Market share 2023-2028 (%)
Exhibits32: Chart on Comparison by Technology
Exhibits33: Data Table on Comparison by Technology
Exhibits34: Chart on Machine learning - Market size and forecast 2023-2028 ($ billion)
Exhibits35: Data Table on Machine learning - Market size and forecast 2023-2028 ($ billion)
Exhibits36: Chart on Machine learning - Year-over-year growth 2023-2028 (%)
Exhibits37: Data Table on Machine learning - Year-over-year growth 2023-2028 (%)
Exhibits38: Chart on NLP - Market size and forecast 2023-2028 ($ billion)
Exhibits39: Data Table on NLP - Market size and forecast 2023-2028 ($ billion)
Exhibits40: Chart on NLP - Year-over-year growth 2023-2028 (%)
Exhibits41: Data Table on NLP - Year-over-year growth 2023-2028 (%)
Exhibits42: Chart on Computer vision - Market size and forecast 2023-2028 ($ billion)
Exhibits43: Data Table on Computer vision - Market size and forecast 2023-2028 ($ billion)
Exhibits44: Chart on Computer vision - Year-over-year growth 2023-2028 (%)
Exhibits45: Data Table on Computer vision - Year-over-year growth 2023-2028 (%)
Exhibits46: Chart on Others - Market size and forecast 2023-2028 ($ billion)
Exhibits47: Data Table on Others - Market size and forecast 2023-2028 ($ billion)
Exhibits48: Chart on Others - Year-over-year growth 2023-2028 (%)
Exhibits49: Data Table on Others - Year-over-year growth 2023-2028 (%)
Exhibits50: Market opportunity by Technology ($ billion)
Exhibits51: Data Table on Market opportunity by Technology ($ billion)
Exhibits52: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits53: Chart on Market share By Geographical Landscape 2023-2028 (%)
Exhibits54: Data Table on Market share By Geographical Landscape 2023-2028 (%)
Exhibits55: Chart on Geographic comparison
Exhibits56: Data Table on Geographic comparison
Exhibits57: Chart on North America - Market size and forecast 2023-2028 ($ billion)
Exhibits58: Data Table on North America - Market size and forecast 2023-2028 ($ billion)
Exhibits59: Chart on North America - Year-over-year growth 2023-2028 (%)
Exhibits60: Data Table on North America - Year-over-year growth 2023-2028 (%)
Exhibits61: Chart on Europe - Market size and forecast 2023-2028 ($ billion)
Exhibits62: Data Table on Europe - Market size and forecast 2023-2028 ($ billion)
Exhibits63: Chart on Europe - Year-over-year growth 2023-2028 (%)
Exhibits64: Data Table on Europe - Year-over-year growth 2023-2028 (%)
Exhibits65: Chart on APAC - Market size and forecast 2023-2028 ($ billion)
Exhibits66: Data Table on APAC - Market size and forecast 2023-2028 ($ billion)
Exhibits67: Chart on APAC - Year-over-year growth 2023-2028 (%)
Exhibits68: Data Table on APAC - Year-over-year growth 2023-2028 (%)
Exhibits69: Chart on South America - Market size and forecast 2023-2028 ($ billion)
Exhibits70: Data Table on South America - Market size and forecast 2023-2028 ($ billion)
Exhibits71: Chart on South America - Year-over-year growth 2023-2028 (%)
Exhibits72: Data Table on South America - Year-over-year growth 2023-2028 (%)
Exhibits73: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
Exhibits74: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
Exhibits75: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
Exhibits76: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
Exhibits77: Chart on US - Market size and forecast 2023-2028 ($ billion)
Exhibits78: Data Table on US - Market size and forecast 2023-2028 ($ billion)
Exhibits79: Chart on US - Year-over-year growth 2023-2028 (%)
Exhibits80: Data Table on US - Year-over-year growth 2023-2028 (%)
Exhibits81: Chart on UK - Market size and forecast 2023-2028 ($ billion)
Exhibits82: Data Table on UK - Market size and forecast 2023-2028 ($ billion)
Exhibits83: Chart on UK - Year-over-year growth 2023-2028 (%)
Exhibits84: Data Table on UK - Year-over-year growth 2023-2028 (%)
Exhibits85: Chart on China - Market size and forecast 2023-2028 ($ billion)
Exhibits86: Data Table on China - Market size and forecast 2023-2028 ($ billion)
Exhibits87: Chart on China - Year-over-year growth 2023-2028 (%)
Exhibits88: Data Table on China - Year-over-year growth 2023-2028 (%)
Exhibits89: Chart on Japan - Market size and forecast 2023-2028 ($ billion)
Exhibits90: Data Table on Japan - Market size and forecast 2023-2028 ($ billion)
Exhibits91: Chart on Japan - Year-over-year growth 2023-2028 (%)
Exhibits92: Data Table on Japan - Year-over-year growth 2023-2028 (%)
Exhibits93: Chart on India - Market size and forecast 2023-2028 ($ billion)
Exhibits94: Data Table on India - Market size and forecast 2023-2028 ($ billion)
Exhibits95: Chart on India - Year-over-year growth 2023-2028 (%)
Exhibits96: Data Table on India - Year-over-year growth 2023-2028 (%)
Exhibits97: Market opportunity By Geographical Landscape ($ billion)
Exhibits98: Data Tables on Market opportunity By Geographical Landscape ($ billion)
Exhibits99: Impact of drivers and challenges in 2023 and 2028
Exhibits100: Overview on criticality of inputs and factors of differentiation
Exhibits101: Overview on factors of disruption
Exhibits102: Impact of key risks on business
Exhibits103: Companies covered
Exhibits104: Matrix on companies position and classification
Exhibits105: Alphabet Inc. - Overview
Exhibits106: Alphabet Inc. - Business segments
Exhibits107: Alphabet Inc. - Key offerings
Exhibits108: Alphabet Inc. - Segment focus
Exhibits109: Amazon.com Inc. - Overview
Exhibits110: Amazon.com Inc. - Business segments
Exhibits111: Amazon.com Inc. - Key news
Exhibits112: Amazon.com Inc. - Key offerings
Exhibits113: Amazon.com Inc. - Segment focus
Exhibits114: Baidu Inc. - Overview
Exhibits115: Baidu Inc. - Business segments
Exhibits116: Baidu Inc. - Key offerings
Exhibits117: Baidu Inc. - Segment focus
Exhibits118: Meta Platforms Inc. - Overview
Exhibits119: Meta Platforms Inc. - Business segments
Exhibits120: Meta Platforms Inc. - Key news
Exhibits121: Meta Platforms Inc. - Key offerings
Exhibits122: Meta Platforms Inc. - Segment focus
Exhibits123: Intel Corp. - Overview
Exhibits124: Intel Corp. - Business segments
Exhibits125: Intel Corp. - Key news
Exhibits126: Intel Corp. - Key offerings
Exhibits127: Intel Corp. - Segment focus
Exhibits128: International Business Machines Corp. - Overview
Exhibits129: International Business Machines Corp. - Business segments
Exhibits130: International Business Machines Corp. - Key news
Exhibits131: International Business Machines Corp. - Key offerings
Exhibits132: International Business Machines Corp. - Segment focus
Exhibits133: Microsoft Corp. - Overview
Exhibits134: Microsoft Corp. - Business segments
Exhibits135: Microsoft Corp. - Key news
Exhibits136: Microsoft Corp. - Key offerings
Exhibits137: Microsoft Corp. - Segment focus
Exhibits138: Samsung Electronics Co. Ltd. - Overview
Exhibits139: Samsung Electronics Co. Ltd. - Business segments
Exhibits140: Samsung Electronics Co. Ltd. - Key news
Exhibits141: Samsung Electronics Co. Ltd. - Key offerings
Exhibits142: Samsung Electronics Co. Ltd. - Segment focus
Exhibits143: SAP SE - Overview
Exhibits144: SAP SE - Business segments
Exhibits145: SAP SE - Key news
Exhibits146: SAP SE - Key offerings
Exhibits147: SAP SE - Segment focus
Exhibits148: SAS Institute Inc. - Overview
Exhibits149: SAS Institute Inc. - Product / Service
Exhibits150: SAS Institute Inc. - Key news
Exhibits151: SAS Institute Inc. - Key offerings
Exhibits152: Inclusions checklist
Exhibits153: Exclusions checklist
Exhibits154: Currency conversion rates for US$
Exhibits155: Research methodology
Exhibits156: Information sources
Exhibits157: Data validation
Exhibits158: Validation techniques employed for market sizing
Exhibits159: Data synthesis
Exhibits160: 360 degree market analysis
Exhibits161: List of abbreviations

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