[시장보고서]세계의 연합 학습 시장(2025-2029년)

세계의 연합 학습 시장(2025-2029년)

Global Federated Learning Market 2025-2029

상품코드 : 1762919 해당 상품은 즉시 배송 가능합니다

리서치사 : TechNavio

발행일 : 2025년 07월

페이지 정보 : 영문 255 Pages

라이선스 & 가격 (부가세 별도)

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한글목차

샘플 요청 목록에 추가

연합 학습 시장은 2024-2029년에 3억 110만 달러 증가하고, 예측기간 중 CAGR은 15.9%로 성장할 것으로 예측됩니다.

연합 학습 시장의 전체적인 분석, 시장 규모·예측, 동향, 성장 촉진요인, 과제, 약 25개 벤더를 다룬 벤더 분석 등을 게재하고 있습니다.

현재의 시장 시나리오, 최신 동향 및 성장요인, 전체 시장 환경에 대한 최신 분석을 제공합니다. 이 시장은 데이터 프라이버시 규제 강화와 프라이버시 우려 증가, 협업형 AI와 데이터 사일로 극복의 필요성, 엣지 컴퓨팅과 사물인터넷(IoT)의 확산에 힘입어 성장하고 있습니다.

시장 범위
기준연도	2025년
종료연도	2029년
예측 기간	2025-2029년
성장 모멘텀	가속
전년대비	13.4%
CAGR	15.9%
증가액	3억 110만 달러

이 조사는 업계 주요 참가자의 의견을 포함하여 1차 및 2차 정보를 객관적으로 결합하여 수행되었습니다. 보고서에는 주요 기업 분석, 종합적인 시장 규모 데이터, 지역 분석에 따른 부문, 공급업체 현황이 포함되어 있습니다. 보고서에는 과거 데이터와 예측 데이터가 있습니다.

이 보고서는 향후 수년간 페더럴 러닝 시장의 성장을 가속할 주요 요인 중 하나로 업종별 페더럴 러닝 플랫폼의 부상을 꼽았습니다. 또한 페더레이티드 러닝과 다른 프라이버시 강화 기술과의 융합과 분산형 아키텍처 및 서버리스 아키텍처로의 전환은 시장의 큰 수요로 이어질 것입니다.

시장 부문
비교 : 최종사용자별
헬스케어 : 시장 규모와 예측 2024-2029년
BFSI : 시장 규모와 예측 2024-2029년
제조업 : 시장 규모와 예측 2024-2029년
자동차 : 시장 규모와 예측 2024-2029년
IT 및 통신 : 시장 규모와 예측 2024-2029년
시장 기회 : 최종사용자별

제10장 시장 세분화 : 기술별

시장 부문
비교 : 기술별
연합 평균 : 시장 규모와 예측 2024-2029년
차분 프라이버시 : 시장 규모와 예측 2024-2029년
준동형 암호화 : 시장 규모와 예측 2024-2029년
시장 기회 : 기술별

제11장 고객 상황

고객 상황 개요

제12장 지역별 상황

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

제13장 촉진요인·과제·기회·억제요인

시장 성장 촉진요인
시장이 해결해야 할 과제
촉진요인과 과제의 영향
시장의 기회·억제요인

제14장 경쟁 구도

개요
경쟁 구도
혼란 상황
업계의 리스크

제15장 경쟁 분석

기업 개요
기업 순위 지수
기업의 시장 포지셔닝
Alibaba Group Holding Ltd.
Amazon Web Services Inc.
Bitfount
Flock
Flower Labs GmbH
Google LLC
Intel Corp.
International Business Machines Corp.
Microsoft Corp.
NVIDIA Corp.
Owkin Inc.
Samsung SDS
Secure AI Labs
sherpa.ai
Snowflake Inc.

제16장 부록

KSA

영문 목차

영문목차

The federated learning market is forecasted to grow by USD 301.1 mn during 2024-2029, accelerating at a CAGR of 15.9% during the forecast period. The report on the federated learning 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 increasingly stringent data privacy regulations and growing privacy concerns, need for collaborative ai and overcoming data silos, and proliferation of edge computing and internet of things (IoT).

Market Scope
Base Year	2025
End Year	2029
Series Year	2025-2029
Growth Momentum	Accelerate
YOY 2025	13.4%
CAGR	15.9%
Incremental Value	$301.1 mn

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 federated learning market is segmented as below:

By Deployment

Cloud
On-premises

By Type

Horizontal federated learning
Vertical federated learning
Federated transfer learning

By End-user

Healthcare
BFSI
Manufacturing
Automotive
IT and telecom

By Technology

Federated averaging
Differential privacy
Homomorphic encryption

By Geographical Landscape

North America
APAC
Europe
South America
Middle East and Africa

This study identifies the rise of vertical-specific federated learning platforms as one of the prime reasons driving the federated learning market growth during the next few years. Also, convergence of federated learning with other privacy-enhancing technologies and shift toward decentralized and serverless architectures will lead to sizable demand in the market.

The report on the federated learning market covers the following areas:

Federated Learning Market sizing
Federated Learning Market forecast
Federated Learning 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 federated learning market vendors that include Alibaba Group Holding Ltd., Amazon Web Services Inc., Arcium, Bitfount, Consilient, Edge Delta, Flock, Flower Labs GmbH, Google LLC, Hewlett Packard Enterprise Co., Intel Corp., International Business Machines Corp., Microsoft Corp., NVIDIA Corp., Owkin Inc., Samsung SDS, Secure AI Labs, sherpa.ai, Snowflake Inc., and Symphony Innovation LLC. Also, the federated learning 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.

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 Type
- 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 Federated Learning Market 2019 - 2023
- Historic Market Size - Data Table on Global Federated Learning Market 2019 - 2023 ($ million)
5.2 Deployment segment analysis 2019 - 2023
- Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
5.3 Type segment analysis 2019 - 2023
- Historic Market Size - Type Segment 2019 - 2023 ($ million)
5.4 End-user segment analysis 2019 - 2023
- Historic Market Size - End-user Segment 2019 - 2023 ($ million)
5.5 Technology segment analysis 2019 - 2023
- Historic Market Size - Technology Segment 2019 - 2023 ($ million)
5.6 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
5.7 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 Type

8.1 Market segments
- Chart on Type - Market share 2024-2029 (%)
- Data Table on Type - Market share 2024-2029 (%)
8.2 Comparison by Type
- Chart on Comparison by Type
- Data Table on Comparison by Type
8.3 Horizontal federated learning - Market size and forecast 2024-2029
- Chart on Horizontal federated learning - Market size and forecast 2024-2029 ($ million)
- Data Table on Horizontal federated learning - Market size and forecast 2024-2029 ($ million)
- Chart on Horizontal federated learning - Year-over-year growth 2024-2029 (%)
- Data Table on Horizontal federated learning - Year-over-year growth 2024-2029 (%)
8.4 Vertical federated learning - Market size and forecast 2024-2029
- Chart on Vertical federated learning - Market size and forecast 2024-2029 ($ million)
- Data Table on Vertical federated learning - Market size and forecast 2024-2029 ($ million)
- Chart on Vertical federated learning - Year-over-year growth 2024-2029 (%)
- Data Table on Vertical federated learning - Year-over-year growth 2024-2029 (%)
8.5 Federated transfer learning - Market size and forecast 2024-2029
- Chart on Federated transfer learning - Market size and forecast 2024-2029 ($ million)
- Data Table on Federated transfer learning - Market size and forecast 2024-2029 ($ million)
- Chart on Federated transfer learning - Year-over-year growth 2024-2029 (%)
- Data Table on Federated transfer learning - Year-over-year growth 2024-2029 (%)
8.6 Market opportunity by Type
- Market opportunity by Type ($ million)
- Data Table on Market opportunity by Type ($ million)

9 Market Segmentation by End-user

9.1 Market segments
- Chart on End-user - Market share 2024-2029 (%)
- Data Table on End-user - Market share 2024-2029 (%)
9.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
9.3 Healthcare - Market size and forecast 2024-2029
- Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
- Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
- Chart on Healthcare - Year-over-year growth 2024-2029 (%)
- Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
9.4 BFSI - Market size and forecast 2024-2029
- Chart on BFSI - Market size and forecast 2024-2029 ($ million)
- Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
- Chart on BFSI - Year-over-year growth 2024-2029 (%)
- Data Table on BFSI - Year-over-year growth 2024-2029 (%)
9.5 Manufacturing - Market size and forecast 2024-2029
- Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
- Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
- Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
- Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
9.6 Automotive - Market size and forecast 2024-2029
- Chart on Automotive - Market size and forecast 2024-2029 ($ million)
- Data Table on Automotive - Market size and forecast 2024-2029 ($ million)
- Chart on Automotive - Year-over-year growth 2024-2029 (%)
- Data Table on Automotive - Year-over-year growth 2024-2029 (%)
9.7 IT and telecom - Market size and forecast 2024-2029
- Chart on IT and telecom - Market size and forecast 2024-2029 ($ million)
- Data Table on IT and telecom - Market size and forecast 2024-2029 ($ million)
- Chart on IT and telecom - Year-over-year growth 2024-2029 (%)
- Data Table on IT and telecom - Year-over-year growth 2024-2029 (%)
9.8 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)

10 Market Segmentation by Technology

10.1 Market segments
- Chart on Technology - Market share 2024-2029 (%)
- Data Table on Technology - Market share 2024-2029 (%)
10.2 Comparison by Technology
- Chart on Comparison by Technology
- Data Table on Comparison by Technology
10.3 Federated averaging - Market size and forecast 2024-2029
- Chart on Federated averaging - Market size and forecast 2024-2029 ($ million)
- Data Table on Federated averaging - Market size and forecast 2024-2029 ($ million)
- Chart on Federated averaging - Year-over-year growth 2024-2029 (%)
- Data Table on Federated averaging - Year-over-year growth 2024-2029 (%)
10.4 Differential privacy - Market size and forecast 2024-2029
- Chart on Differential privacy - Market size and forecast 2024-2029 ($ million)
- Data Table on Differential privacy - Market size and forecast 2024-2029 ($ million)
- Chart on Differential privacy - Year-over-year growth 2024-2029 (%)
- Data Table on Differential privacy - Year-over-year growth 2024-2029 (%)
10.5 Homomorphic encryption - Market size and forecast 2024-2029
- Chart on Homomorphic encryption - Market size and forecast 2024-2029 ($ million)
- Data Table on Homomorphic encryption - Market size and forecast 2024-2029 ($ million)
- Chart on Homomorphic encryption - Year-over-year growth 2024-2029 (%)
- Data Table on Homomorphic encryption - Year-over-year growth 2024-2029 (%)
10.6 Market opportunity by Technology
- Market opportunity by Technology ($ million)
- Data Table on Market opportunity by Technology ($ million)

11 Customer Landscape

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

12 Geographic Landscape

12.1 Geographic segmentation
- Chart on Market share By Geographical Landscape 2024-2029 (%)
- Data Table on Market share By Geographical Landscape 2024-2029 (%)
12.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
12.3 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 (%)
12.4 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 (%)
12.5 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 (%)
12.6 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 (%)
12.7 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 (%)
12.8 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 (%)
12.9 Canada - Market size and forecast 2024-2029
- Chart on Canada - Market size and forecast 2024-2029 ($ million)
- Data Table on Canada - Market size and forecast 2024-2029 ($ million)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
12.10 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 (%)
12.11 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 (%)
12.12 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 (%)
12.13 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 (%)
12.14 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 (%)
12.15 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 (%)
12.16 Mexico - Market size and forecast 2024-2029
- Chart on Mexico - Market size and forecast 2024-2029 ($ million)
- Data Table on Mexico - Market size and forecast 2024-2029 ($ million)
- Chart on Mexico - Year-over-year growth 2024-2029 (%)
- Data Table on Mexico - Year-over-year growth 2024-2029 (%)
12.17 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 (%)
12.18 Market opportunity By Geographical Landscape
- Market opportunity By Geographical Landscape ($ million)
- Data Tables on Market opportunity By Geographical Landscape ($ million)

13 Drivers, Challenges, and Opportunity/Restraints

13.1 Market drivers
13.2 Market challenges
13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
13.4 Market opportunities/restraints

14 Competitive Landscape

14.1 Overview
14.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
14.3 Landscape disruption
- Overview on factors of disruption
14.4 Industry risks
- Impact of key risks on business

15 Competitive Analysis

15.1 Companies profiled
- Companies covered
15.2 Company ranking index
- Company ranking index
15.3 Market positioning of companies
- Matrix on companies position and classification
15.4 Alibaba Group Holding Ltd.
- Alibaba Group Holding Ltd. - Overview
- Alibaba Group Holding Ltd. - Business segments
- Alibaba Group Holding Ltd. - Key news
- Alibaba Group Holding Ltd. - Key offerings
- Alibaba Group Holding Ltd. - Segment focus
- SWOT
15.5 Amazon Web Services Inc.
- Amazon Web Services Inc. - Overview
- Amazon Web Services Inc. - Product / Service
- Amazon Web Services Inc. - Key news
- Amazon Web Services Inc. - Key offerings
- SWOT
15.6 Bitfount
- Bitfount - Overview
- Bitfount - Product / Service
- Bitfount - Key offerings
- SWOT
15.7 Flock
- Flock - Overview
- Flock - Product / Service
- Flock - Key offerings
- SWOT
15.8 Flower Labs GmbH
- Flower Labs GmbH - Overview
- Flower Labs GmbH - Product / Service
- Flower Labs GmbH - Key offerings
- SWOT
15.9 Google LLC
- Google LLC - Overview
- Google LLC - Product / Service
- Google LLC - Key news
- Google LLC - Key offerings
- SWOT
15.10 Intel Corp.
- Intel Corp. - Overview
- Intel Corp. - Business segments
- Intel Corp. - Key news
- Intel Corp. - Key offerings
- Intel Corp. - Segment focus
- SWOT
15.11 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
15.12 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
15.13 NVIDIA Corp.
- NVIDIA Corp. - Overview
- NVIDIA Corp. - Business segments
- NVIDIA Corp. - Key news
- NVIDIA Corp. - Key offerings
- NVIDIA Corp. - Segment focus
- SWOT
15.14 Owkin Inc.
- Owkin Inc. - Overview
- Owkin Inc. - Product / Service
- Owkin Inc. - Key offerings
- SWOT
15.15 Samsung SDS
- Samsung SDS - Overview
- Samsung SDS - Product / Service
- Samsung SDS - Key offerings
- SWOT
15.16 Secure AI Labs
- Secure AI Labs - Overview
- Secure AI Labs - Product / Service
- Secure AI Labs - Key offerings
- SWOT
15.17 sherpa.ai
- sherpa.ai - Overview
- sherpa.ai - Product / Service
- sherpa.ai - Key offerings
- SWOT
15.18 Snowflake Inc.
- Snowflake Inc. - Overview
- Snowflake Inc. - Product / Service
- Snowflake Inc. - Key news
- Snowflake Inc. - Key offerings
- SWOT

16 Appendix

16.1 Scope of the report
16.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
16.3 Currency conversion rates for US$
- Currency conversion rates for US$
16.4 Research methodology
- Research methodology
16.5 Data procurement
- Information sources
16.6 Data validation
- Data validation
16.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
16.8 Data synthesis
- Data synthesis
16.9 360 degree market analysis
- 360 degree market analysis
16.10 List of abbreviations
- List of abbreviations