한글목차

ESG 및 지속가능성용 AI 시장은 2024-2029년 동안 34억 6,590만 달러 증가하고, 예측 기간 동안 CAGR은 29.3%로 성장할 것으로 예측됩니다.

본 보고서에서는 ESG와 지속가능성 분야의 AI 시장에 대해 전반적으로 분석했으며, 시장 규모와 예측, 동향, 성장 촉진요인, 과제, 약 25개 벤더를 포함한 벤더 분석 등을 정리하여 전해드립니다.

현재 시장 시나리오, 최신 동향 및 촉진요인, 시장 환경 전반에 대한 최신 분석을 제공합니다. 규제 당국의 감시 강화 및 정보 공개 의무화, 투자자와 이해관계자의 검증 가능한 ESG 성과에 대한 요구 증가, AI 및 데이터 과학 분야의 혁신 가속화로 인한 새로운 ESG 기능의 출시 등이 시장을 주도하고 있습니다.

본 조사는 업계 주요 참여자들의 의견을 포함하여 1차 정보와 2차 정보를 객관적으로 조합하여 실시되었습니다. 이 보고서에는 주요 기업 분석과 함께 종합적인 시장 규모 데이터, 지역 분석에 따른 세분화, 공급업체 현황이 포함되어 있습니다. 보고서에는 과거 데이터와 예측 데이터가 있습니다.

이 보고서는 향후 몇 년 동안 ESG 및 지속가능성 분야의 AI 시장 성장을 촉진하는 주요 이유 중 하나로 ESG 데이터 수집, 보증, 보고의 초자동화를 꼽았습니다. 또한, 기후 리스크 모델링과 탈탄소 전략을 위한 예측 AI, 공급망 투명성 및 윤리적 조달의 AI 강화는 시장의 큰 수요로 이어질 것입니다.

목차

제1장 주요 요약

• 시장 개요

제2장 Technavio 분석

• 가격·수명주기·고객 구입 바스켓·채용률·구입 기준 분석
• 인풋의 중요성과 차별화 요인
• 혼란 요인
• 성장 촉진요인과 과제의 영향

제3장 시장 구도

• 시장 생태계
• 시장 특징
• 밸류체인 분석

제4장 시장 규모

• 시장 정의
• 시장 부문 분석
• 시장 규모 2024
• 시장 전망 2024-2029

제5장 시장 규모 실적

• ESG 및 지속가능성용 AI 세계 시장 2019-2023
• 전개별 부문 분석 2019-2023
• 최종사용자별 부문 분석 2019-2023
• 기술별 부문 분석 2019-2023
• 지역별 부문 분석 2019-2023
• 국가별 부문 분석 2019-2023

제6장 Five Forces 분석

• Five Forces 요약
• 구매자의 교섭력
• 공급 기업의 교섭력
• 신규 참여업체의 위협
• 대체품의 위협
• 경쟁의 위협
• 시장 상황

제7장 시장 세분화 : 전개별

• 시장 부문
• 비교 : 전개별
• 클라우드 : 시장 규모와 예측 2024-2029
• 온프레미스 : 시장 규모와 예측 2024-2029
• 시장 기회 : 전개별

제8장 시장 세분화 : 최종사용자별

• 시장 부문
• 비교 : 최종사용자별
• 건축·건설 : 시장 규모와 예측 2024-2029
• 석유 및 가스 : 시장 규모와 예측 2024-2029
• 농업 : 시장 규모와 예측 2024-2029
• 식품 및 음료 : 시장 규모와 예측 2024-2029
• 기타 : 시장 규모와 예측 2024-2029
• 시장 기회 : 최종사용자별

제9장 시장 세분화 : 기술별

• 시장 부문
• 비교 : 기술별
• 머신러닝 : 시장 규모와 예측 2024-2029
• 생성형 AI : 시장 규모와 예측 2024-2029
• 딥러닝 : 시장 규모와 예측 2024-2029
• 자연어 처리(NLP) : 시장 규모와 예측 2024-2029
• 예측 분석 : 시장 규모와 예측 2024-2029
• 시장 기회 : 기술별

제10장 고객 상황

• 고객 상황 개요

제11장 지역별 상황

• 지역별 세분화
• 지역별 비교
• 아시아태평양 : 시장 규모와 예측 2024-2029
• 북미 : 시장 규모와 예측 2024-2029
• 유럽 : 시장 규모와 예측 2024-2029
• 중동 및 아프리카 : 시장 규모와 예측 2024-2029
• 남미 : 시장 규모와 예측 2024-2029
• 미국 : 시장 규모와 예측 2024-2029
• 중국 : 시장 규모와 예측 2024-2029
• 일본 : 시장 규모와 예측 2024-2029
• 인도 : 시장 규모와 예측 2024-2029
• 독일 : 시장 규모와 예측 2024-2029
• 영국 : 시장 규모와 예측 2024-2029
• 프랑스 : 시장 규모와 예측 2024-2029
• 한국 : 시장 규모와 예측 2024-2029
• 브라질 : 시장 규모와 예측 2024-2029
• 호주 : 시장 규모와 예측 2024-2029
• 시장 기회 : 지역 상황별

제12장 촉진요인, 과제, 기회, 억제요인

• 시장 성장 촉진요인
• 시장 과제
• 성장 촉진요인과 과제의 영향
• 시장 기회·억제요인

제13장 경쟁 구도

• 개요
• 경쟁 구도
• 혼란 상황
• 업계 리스크

제14장 경쟁 분석

• 기업 개요
• 기업 순위
• 기업의 시장 포지셔닝
• Briink Intelligence GmbH
• Clarity AI Inc.
• Dcycle
• GaiaLens Ltd.
• GLYNT.AI Inc.
• Google LLC
• International Business Machines Corp.
• KANINI Software Solutions
• Microsoft Corp.
• Persefoni AI Inc.
• Salesforce Inc.
• SAP SE
• Sweep.io Ltd.
• Watershed Technology Inc.
• Workiva Inc.

제15장 부록

영문목차

The AI in esg and sustainability market is forecasted to grow by USD 3,465.9 mn during 2024-2029, accelerating at a CAGR of 29.3% during the forecast period. The report on the AI in esg and sustainability 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 intensifying regulatory scrutiny and mandatory disclosure frameworks, escalating investor and stakeholder demands for verifiable esg performance, and accelerated innovation in AI and data science unlocking new esg capabilities.

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 size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's AI in esg and sustainability market is segmented as below:

By Deployment

• Cloud
• On-premises

By End-user

• Building and construction
• Oil and gas
• Agriculture
• Food and beverage
• Others

By Technology

• Machine learning
• Generative AI
• Deep learning
• Natural language processing (NLP)
• Predictive analysis

By Geographical Landscape

• APAC
• North America
• Europe
• Middle East and Africa
• South America

This study identifies the hyper-automation of esg data collection, assurance, and reporting as one of the prime reasons driving the AI in esg and sustainability market growth during the next few years. Also, predictive AI for climate risk modeling and decarbonization strategy and AI enhancement of supply chain transparency and ethical sourcing will lead to sizable demand in the market.

The report on the AI in esg and sustainability market covers the following areas:

• AI In ESG And Sustainability Market sizing
• AI In ESG And Sustainability Market forecast
• AI In ESG And Sustainability 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 AI in esg and sustainability market vendors that include Briink Intelligence GmbH, Clarity AI Inc., Dcycle, Exowatt Inc., FactSet Research Systems Inc., GaiaLens Ltd., GLYNT.AI Inc., Google LLC, International Business Machines Corp., KANINI Software Solutions, Microsoft Corp., Persefoni AI Inc., Salesforce Inc., SAP SE, Sunairio, Sweep.IO Ltd., Watershed Technology Inc., and Workiva Inc.. Also, the AI in esg and sustainability 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 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.

Table of Contents

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 Deployment
  • Executive Summary - Chart on Market Segmentation by End-user
  • 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 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
  • Overview on criticality of inputs and factors of differentiation
• 2.3 Factors of disruption
  • Overview on factors of disruption
• 2.4 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

• 3.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 3.2 Market characteristics
  • Market characteristics analysis
• 3.3 Value chain analysis
  • Value chain analysis

4 Market Sizing

• 4.1 Market definition
  • Offerings of companies included in the market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029
  • Chart on Global - Market size and forecast 2024-2029 ($ million)
  • Data Table on Global - Market size and forecast 2024-2029 ($ million)
  • Chart on Global Market: Year-over-year growth 2024-2029 (%)
  • Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Historic Market Size

• 5.1 Global AI In ESG And Sustainability Market 2019 - 2023
  • Historic Market Size - Data Table on Global AI In ESG And Sustainability Market 2019 - 2023 ($ million)
• 5.2 Deployment segment analysis 2019 - 2023
  • Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
• 5.3 End-user segment analysis 2019 - 2023
  • Historic Market Size - End-user Segment 2019 - 2023 ($ million)
• 5.4 Technology segment analysis 2019 - 2023
  • Historic Market Size - Technology Segment 2019 - 2023 ($ million)
• 5.5 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.6 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

• 6.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 6.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 6.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 6.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 6.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 6.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 6.7 Market condition
  • Chart on Market condition - Five forces 2024 and 2029

7 Market Segmentation by Deployment

• 7.1 Market segments
  • Chart on Deployment - Market share 2024-2029 (%)
  • Data Table on Deployment - Market share 2024-2029 (%)
• 7.2 Comparison by Deployment
  • Chart on Comparison by Deployment
  • Data Table on Comparison by Deployment
• 7.3 Cloud - Market size and forecast 2024-2029
  • Chart on Cloud - Market size and forecast 2024-2029 ($ million)
  • Data Table on Cloud - Market size and forecast 2024-2029 ($ million)
  • Chart on Cloud - Year-over-year growth 2024-2029 (%)
  • Data Table on Cloud - Year-over-year growth 2024-2029 (%)
• 7.4 On-premises - Market size and forecast 2024-2029
  • Chart on On-premises - Market size and forecast 2024-2029 ($ million)
  • Data Table on On-premises - Market size and forecast 2024-2029 ($ million)
  • Chart on On-premises - Year-over-year growth 2024-2029 (%)
  • Data Table on On-premises - Year-over-year growth 2024-2029 (%)
• 7.5 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)
  • Data Table on Market opportunity by Deployment ($ million)

8 Market Segmentation by End-user

• 8.1 Market segments
  • Chart on End-user - Market share 2024-2029 (%)
  • Data Table on End-user - Market share 2024-2029 (%)
• 8.2 Comparison by End-user
  • Chart on Comparison by End-user
  • Data Table on Comparison by End-user
• 8.3 Building and construction - Market size and forecast 2024-2029
  • Chart on Building and construction - Market size and forecast 2024-2029 ($ million)
  • Data Table on Building and construction - Market size and forecast 2024-2029 ($ million)
  • Chart on Building and construction - Year-over-year growth 2024-2029 (%)
  • Data Table on Building and construction - Year-over-year growth 2024-2029 (%)
• 8.4 Oil and gas - Market size and forecast 2024-2029
  • Chart on Oil and gas - Market size and forecast 2024-2029 ($ million)
  • Data Table on Oil and gas - Market size and forecast 2024-2029 ($ million)
  • Chart on Oil and gas - Year-over-year growth 2024-2029 (%)
  • Data Table on Oil and gas - Year-over-year growth 2024-2029 (%)
• 8.5 Agriculture - Market size and forecast 2024-2029
  • Chart on Agriculture - Market size and forecast 2024-2029 ($ million)
  • Data Table on Agriculture - Market size and forecast 2024-2029 ($ million)
  • Chart on Agriculture - Year-over-year growth 2024-2029 (%)
  • Data Table on Agriculture - Year-over-year growth 2024-2029 (%)
• 8.6 Food and beverage - Market size and forecast 2024-2029
  • Chart on Food and beverage - Market size and forecast 2024-2029 ($ million)
  • Data Table on Food and beverage - Market size and forecast 2024-2029 ($ million)
  • Chart on Food and beverage - Year-over-year growth 2024-2029 (%)
  • Data Table on Food and beverage - Year-over-year growth 2024-2029 (%)
• 8.7 Others - Market size and forecast 2024-2029
  • Chart on Others - Market size and forecast 2024-2029 ($ million)
  • Data Table on Others - Market size and forecast 2024-2029 ($ million)
  • Chart on Others - Year-over-year growth 2024-2029 (%)
  • Data Table on Others - Year-over-year growth 2024-2029 (%)
• 8.8 Market opportunity by End-user
  • Market opportunity by End-user ($ million)
  • Data Table on Market opportunity by End-user ($ million)

9 Market Segmentation by Technology

• 9.1 Market segments
  • Chart on Technology - Market share 2024-2029 (%)
  • Data Table on Technology - Market share 2024-2029 (%)
• 9.2 Comparison by Technology
  • Chart on Comparison by Technology
  • Data Table on Comparison by Technology
• 9.3 Machine learning - Market size and forecast 2024-2029
  • Chart on Machine learning - Market size and forecast 2024-2029 ($ million)
  • Data Table on Machine learning - Market size and forecast 2024-2029 ($ million)
  • Chart on Machine learning - Year-over-year growth 2024-2029 (%)
  • Data Table on Machine learning - Year-over-year growth 2024-2029 (%)
• 9.4 Generative AI - Market size and forecast 2024-2029
  • Chart on Generative AI - Market size and forecast 2024-2029 ($ million)
  • Data Table on Generative AI - Market size and forecast 2024-2029 ($ million)
  • Chart on Generative AI - Year-over-year growth 2024-2029 (%)
  • Data Table on Generative AI - Year-over-year growth 2024-2029 (%)
• 9.5 Deep learning - Market size and forecast 2024-2029
  • Chart on Deep learning - Market size and forecast 2024-2029 ($ million)
  • Data Table on Deep learning - Market size and forecast 2024-2029 ($ million)
  • Chart on Deep learning - Year-over-year growth 2024-2029 (%)
  • Data Table on Deep learning - Year-over-year growth 2024-2029 (%)
• 9.6 Natural language processing (NLP) - Market size and forecast 2024-2029
  • Chart on Natural language processing (NLP) - Market size and forecast 2024-2029 ($ million)
  • Data Table on Natural language processing (NLP) - Market size and forecast 2024-2029 ($ million)
  • Chart on Natural language processing (NLP) - Year-over-year growth 2024-2029 (%)
  • Data Table on Natural language processing (NLP) - Year-over-year growth 2024-2029 (%)
• 9.7 Predictive analysis - Market size and forecast 2024-2029
  • Chart on Predictive analysis - Market size and forecast 2024-2029 ($ million)
  • Data Table on Predictive analysis - Market size and forecast 2024-2029 ($ million)
  • Chart on Predictive analysis - Year-over-year growth 2024-2029 (%)
  • Data Table on Predictive analysis - Year-over-year growth 2024-2029 (%)
• 9.8 Market opportunity by Technology
  • Market opportunity by Technology ($ million)
  • Data Table on Market opportunity by Technology ($ million)

10 Customer Landscape

• 10.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

• 11.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Data Table on Market share By Geographical Landscape 2024-2029 (%)
• 11.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 11.3 APAC - Market size and forecast 2024-2029
  • Chart on APAC - Market size and forecast 2024-2029 ($ million)
  • Data Table on APAC - Market size and forecast 2024-2029 ($ million)
  • Chart on APAC - Year-over-year growth 2024-2029 (%)
  • Data Table on APAC - Year-over-year growth 2024-2029 (%)
• 11.4 North America - Market size and forecast 2024-2029
  • Chart on North America - Market size and forecast 2024-2029 ($ million)
  • Data Table on North America - Market size and forecast 2024-2029 ($ million)
  • Chart on North America - Year-over-year growth 2024-2029 (%)
  • Data Table on North America - Year-over-year growth 2024-2029 (%)
• 11.5 Europe - Market size and forecast 2024-2029
  • Chart on Europe - Market size and forecast 2024-2029 ($ million)
  • Data Table on Europe - Market size and forecast 2024-2029 ($ million)
  • Chart on Europe - Year-over-year growth 2024-2029 (%)
  • Data Table on Europe - Year-over-year growth 2024-2029 (%)
• 11.6 Middle East and Africa - Market size and forecast 2024-2029
  • Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
• 11.7 South America - Market size and forecast 2024-2029
  • Chart on South America - Market size and forecast 2024-2029 ($ million)
  • Data Table on South America - Market size and forecast 2024-2029 ($ million)
  • Chart on South America - Year-over-year growth 2024-2029 (%)
  • Data Table on South America - Year-over-year growth 2024-2029 (%)
• 11.8 US - Market size and forecast 2024-2029
  • Chart on US - Market size and forecast 2024-2029 ($ million)
  • Data Table on US - Market size and forecast 2024-2029 ($ million)
  • Chart on US - Year-over-year growth 2024-2029 (%)
  • Data Table on US - Year-over-year growth 2024-2029 (%)
• 11.9 China - Market size and forecast 2024-2029
  • Chart on China - Market size and forecast 2024-2029 ($ million)
  • Data Table on China - Market size and forecast 2024-2029 ($ million)
  • Chart on China - Year-over-year growth 2024-2029 (%)
  • Data Table on China - Year-over-year growth 2024-2029 (%)
• 11.10 Japan - Market size and forecast 2024-2029
  • Chart on Japan - Market size and forecast 2024-2029 ($ million)
  • Data Table on Japan - Market size and forecast 2024-2029 ($ million)
  • Chart on Japan - Year-over-year growth 2024-2029 (%)
  • Data Table on Japan - Year-over-year growth 2024-2029 (%)
• 11.11 India - Market size and forecast 2024-2029
  • Chart on India - Market size and forecast 2024-2029 ($ million)
  • Data Table on India - Market size and forecast 2024-2029 ($ million)
  • Chart on India - Year-over-year growth 2024-2029 (%)
  • Data Table on India - Year-over-year growth 2024-2029 (%)
• 11.12 Germany - Market size and forecast 2024-2029
  • Chart on Germany - Market size and forecast 2024-2029 ($ million)
  • Data Table on Germany - Market size and forecast 2024-2029 ($ million)
  • Chart on Germany - Year-over-year growth 2024-2029 (%)
  • Data Table on Germany - Year-over-year growth 2024-2029 (%)
• 11.13 UK - Market size and forecast 2024-2029
  • Chart on UK - Market size and forecast 2024-2029 ($ million)
  • Data Table on UK - Market size and forecast 2024-2029 ($ million)
  • Chart on UK - Year-over-year growth 2024-2029 (%)
  • Data Table on UK - Year-over-year growth 2024-2029 (%)
• 11.14 France - Market size and forecast 2024-2029
  • Chart on France - Market size and forecast 2024-2029 ($ million)
  • Data Table on France - Market size and forecast 2024-2029 ($ million)
  • Chart on France - Year-over-year growth 2024-2029 (%)
  • Data Table on France - Year-over-year growth 2024-2029 (%)
• 11.15 South Korea - Market size and forecast 2024-2029
  • Chart on South Korea - Market size and forecast 2024-2029 ($ million)
  • Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
  • Chart on South Korea - Year-over-year growth 2024-2029 (%)
  • Data Table on South Korea - Year-over-year growth 2024-2029 (%)
• 11.16 Brazil - Market size and forecast 2024-2029
  • Chart on Brazil - Market size and forecast 2024-2029 ($ million)
  • Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
  • Chart on Brazil - Year-over-year growth 2024-2029 (%)
  • Data Table on Brazil - Year-over-year growth 2024-2029 (%)
• 11.17 Australia - Market size and forecast 2024-2029
  • Chart on Australia - Market size and forecast 2024-2029 ($ million)
  • Data Table on Australia - Market size and forecast 2024-2029 ($ million)
  • Chart on Australia - Year-over-year growth 2024-2029 (%)
  • Data Table on Australia - Year-over-year growth 2024-2029 (%)
• 11.18 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

12 Drivers, Challenges, and Opportunity/Restraints

• 12.1 Market drivers
• 12.2 Market challenges
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities/restraints

13 Competitive Landscape

• 13.1 Overview
• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 13.3 Landscape disruption
  • Overview on factors of disruption
• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered
• 14.2 Company ranking index
  • Company ranking index
• 14.3 Market positioning of companies
  • Matrix on companies position and classification
• 14.4 Briink Intelligence GmbH
  • Briink Intelligence GmbH - Overview
  • Briink Intelligence GmbH - Product / Service
  • Briink Intelligence GmbH - Key offerings
  • SWOT
• 14.5 Clarity AI Inc.
  • Clarity AI Inc. - Overview
  • Clarity AI Inc. - Product / Service
  • Clarity AI Inc. - Key offerings
  • SWOT
• 14.6 Dcycle
  • Dcycle - Overview
  • Dcycle - Product / Service
  • Dcycle - Key offerings
  • SWOT
• 14.7 GaiaLens Ltd.
  • GaiaLens Ltd. - Overview
  • GaiaLens Ltd. - Product / Service
  • GaiaLens Ltd. - Key offerings
  • SWOT
• 14.8 GLYNT.AI Inc.
  • GLYNT.AI Inc. - Overview
  • GLYNT.AI Inc. - Product / Service
  • GLYNT.AI Inc. - Key offerings
  • SWOT
• 14.9 Google LLC
  • Google LLC - Overview
  • Google LLC - Product / Service
  • Google LLC - Key offerings
  • SWOT
• 14.10 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
  • SWOT
• 14.11 KANINI Software Solutions
  • KANINI Software Solutions - Overview
  • KANINI Software Solutions - Product / Service
  • KANINI Software Solutions - Key offerings
  • SWOT
• 14.12 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
  • SWOT
• 14.13 Persefoni AI Inc.
  • Persefoni AI Inc. - Overview
  • Persefoni AI Inc. - Product / Service
  • Persefoni AI Inc. - Key offerings
  • SWOT
• 14.14 Salesforce Inc.
  • Salesforce Inc. - Overview
  • Salesforce Inc. - Product / Service
  • Salesforce Inc. - Key news
  • Salesforce Inc. - Key offerings
  • SWOT
• 14.15 SAP SE
  • SAP SE - Overview
  • SAP SE - Business segments
  • SAP SE - Key news
  • SAP SE - Key offerings
  • SAP SE - Segment focus
  • SWOT
• 14.16 Sweep.io Ltd.
  • Sweep.io Ltd. - Overview
  • Sweep.io Ltd. - Product / Service
  • Sweep.io Ltd. - Key offerings
  • SWOT
• 14.17 Watershed Technology Inc.
  • Watershed Technology Inc. - Overview
  • Watershed Technology Inc. - Product / Service
  • Watershed Technology Inc. - Key offerings
  • SWOT
• 14.18 Workiva Inc.
  • Workiva Inc. - Overview
  • Workiva Inc. - Product / Service
  • Workiva Inc. - Key offerings
  • SWOT

15 Appendix

• 15.1 Scope of the report
• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 15.4 Research methodology
  • Research methodology
• 15.5 Data procurement
  • Information sources
• 15.6 Data validation
  • Data validation
• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 15.8 Data synthesis
  • Data synthesis
• 15.9 360 degree market analysis
  • 360 degree market analysis
• 15.10 List of abbreviations
  • List of abbreviations