시장보고서
상품코드
1783897

세계의 임상시험용 AI 시장(2025-2029년)

Global AI in Clinical Trials Market 2025-2029

발행일: | 리서치사: TechNavio | 페이지 정보: 영문 236 Pages | 배송안내 : 즉시배송

    
    
    




※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

임상시험용 AI 시장은 2024-2029년 동안 12억 6,860만 달러 증가하고, 예측 기간 동안 CAGR 14.5%로 성장할 것으로 예측됩니다.

임상시험용 AI 시장에 대해 조사 분석했으며, 시장 규모와 예측, 동향, 성장 촉진요인, 과제, 약 25개 벤더를 포함한 벤더 분석 등의 정보를 전해드립니다.

현재 시장 시나리오, 최신 동향 및 촉진요인, 전체 시장 환경에 대한 최신 분석을 제공합니다. 시장은 증가하는 임상시험 비용과 복잡성 완화에 대한 시급한 요구, 빅데이터와 고급 분석 기능의 확산, 기술 혁신을 촉진하는 투자 및 전략적 제휴의 급증에 의해 주도되고 있습니다.

시장 범위
기준 연도 2025년
종료 연도 2029년
예측 기간 2025-2029년
성장 모멘텀 가속
전년비 14.1%
CAGR 14.5%
증가액 12억 6,860만 달러

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

이 보고서는 향후 몇 년 동안 임상시험용 AI 시장의 성장을 촉진할 주요 요인 중 하나로 Drug Discovery 및 임상시험 설계에 있어 생성형 AI의 부상을 꼽았습니다. 또한, 초자동화와 분산형 임상시험에 AI의 통합, 환자 중심의 다양성 및 실제 증거에 대한 AI의 중요성이 높아짐에 따라 시장 수요는 더욱 커질 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 상황

  • 시장 생태계
  • 시장 특징
  • 밸류체인 분석

제4장 시장 규모

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

제5장 시장 규모 실적

  • 임상시험용 AI 세계 시장 2019-2023년
  • 구성요소별 부문 분석 2019-2023년
  • 전개별 부문 분석 2019-2023년
  • 용도별 부문 분석 2019-2023년
  • 지역별 부문 분석 2019-2023년
  • 국가별 부문 분석 2019-2023년

제6장 Five Forces 분석

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

제7장 시장 세분화 : 구성요소별

  • 시장 부문
  • 비교 : 구성요소별
  • 솔루션 : 시장 규모와 예측 2024-2029년
  • 서비스 : 시장 규모와 예측 2024-2029년
  • 시장 기회 : 구성요소별

제8장 시장 세분화 : 전개별

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

제9장 시장 세분화 : 용도별

  • 시장 부문
  • 비교 : 용도별
  • 환자 모집 : 시장 규모와 예측 2024-2029년
  • 데이터 관리와 품질 관리 : 시장 규모와 예측 2024-2029년
  • 임상시험 설계와 최적화 : 시장 규모와 예측 2024-2029년
  • 부작용 예측과 검출 : 시장 규모와 예측 2024-2029년
  • 기타 : 시장 규모와 예측 2024-2029년
  • 시장 기회 : 용도별

제10장 고객 상황

  • 고객 상황 개요

제11장 지역별 상황

  • 지역별 세분화
  • 지역별 비교
  • 북미 : 시장 규모와 예측 2024-2029년
  • 유럽 : 시장 규모와 예측 2024-2029년
  • 아시아태평양 : 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
  • 중국 : 시장 규모와 예측 2024-2029년
  • 독일 : 시장 규모와 예측 2024-2029년
  • 영국 : 시장 규모와 예측 2024-2029년
  • 일본 : 시장 규모와 예측 2024-2029년
  • 캐나다 : 시장 규모와 예측 2024-2029년
  • 인도 : 시장 규모와 예측 2024-2029년
  • 프랑스 : 시장 규모와 예측 2024-2029년
  • 한국 : 시장 규모와 예측 2024-2029년
  • 브라질 : 시장 규모와 예측 2024-2029년
  • 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 지수
  • 기업의 시장 포지셔닝
  • AiCure
  • ConcertAI Inc.
  • Deep Genomics Inc.
  • Exscientia PLC
  • Insilico Medicine
  • International Business Machines Corp.
  • IQVIA Holdings Inc.
  • Koneksa Health Inc.
  • Medidata
  • Microsoft Corp.
  • NVIDIA Corp.
  • PathAI Inc.
  • PHARMASEAL
  • Saama Technologies Inc.
  • Symphony Innovation LLC

제15장 부록

ksm 25.08.11

The AI in clinical trials market is forecasted to grow by USD 1,268.6 mn during 2024-2029, accelerating at a CAGR of 14.5% during the forecast period. The report on the AI in clinical trials 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 pressing need to mitigate escalating clinical trial costs and complexity, proliferation of big data and advanced analytics capabilities, and surging investment and strategic collaborations fueling innovation.

Market Scope
Base Year2025
End Year2029
Series Year2025-2029
Growth MomentumAccelerate
YOY 202514.1%
CAGR14.5%
Incremental Value$1,268.6 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 AI in clinical trials market is segmented as below:

By Component

    • Solutions
    • Services

By Deployment

    • Cloud-based
    • On-premises

By Application

    • Patient recruitment
    • Data management and quality control
    • Trail design and optimization
    • Adverse event prediction and detection
    • Others

By Geographical Landscape

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

This study identifies the ascendancy of generative AI in drug discovery and clinical trial design as one of the prime reasons driving the AI in clinical trials market growth during the next few years. Also, hyper-automation and integration of AI into decentralized clinical trials and growing emphasis on AI for patient centricity diversity and real-world evidence will lead to sizable demand in the market.

The report on the AI in clinical trials market covers the following areas:

    • AI In Clinical Trials Market sizing
    • AI In Clinical Trials Market forecast
    • AI In Clinical Trials 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 clinical trials market vendors that include AiCure, ConcertAI Inc., Deep Genomics Inc., Exscientia PLC, Insilico Medicine, International Business Machines Corp., IQVIA Holdings Inc., Koneksa Health Inc., Medidata, Microsoft Corp., NVIDIA Corp., PathAI Inc., PHARMASEAL, Saama Technologies Inc., Symphony Innovation LLC, Tempus Labs Inc., Unlearn.ai Inc, and Verily. Also, the AI in clinical trials 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 Component
    • Executive Summary - Chart on Market Segmentation by Deployment
    • Executive Summary - Chart on Market Segmentation by Application
    • 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 Clinical Trials Market 2019 - 2023
    • Historic Market Size - Data Table on Global AI In Clinical Trials Market 2019 - 2023 ($ million)
  • 5.2 Component segment analysis 2019 - 2023
    • Historic Market Size - Component Segment 2019 - 2023 ($ million)
  • 5.3 Deployment segment analysis 2019 - 2023
    • Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
  • 5.4 Application segment analysis 2019 - 2023
    • Historic Market Size - Application 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 Component

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

8 Market Segmentation by Deployment

  • 8.1 Market segments
    • Chart on Deployment - Market share 2024-2029 (%)
    • Data Table on Deployment - Market share 2024-2029 (%)
  • 8.2 Comparison by Deployment
    • Chart on Comparison by Deployment
    • Data Table on Comparison by Deployment
  • 8.3 Cloud-based - Market size and forecast 2024-2029
    • Chart on Cloud-based - Market size and forecast 2024-2029 ($ million)
    • Data Table on Cloud-based - Market size and forecast 2024-2029 ($ million)
    • Chart on Cloud-based - Year-over-year growth 2024-2029 (%)
    • Data Table on Cloud-based - Year-over-year growth 2024-2029 (%)
  • 8.4 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 (%)
  • 8.5 Market opportunity by Deployment
    • Market opportunity by Deployment ($ million)
    • Data Table on Market opportunity by Deployment ($ million)

9 Market Segmentation by Application

  • 9.1 Market segments
    • Chart on Application - Market share 2024-2029 (%)
    • Data Table on Application - Market share 2024-2029 (%)
  • 9.2 Comparison by Application
    • Chart on Comparison by Application
    • Data Table on Comparison by Application
  • 9.3 Patient recruitment - Market size and forecast 2024-2029
    • Chart on Patient recruitment - Market size and forecast 2024-2029 ($ million)
    • Data Table on Patient recruitment - Market size and forecast 2024-2029 ($ million)
    • Chart on Patient recruitment - Year-over-year growth 2024-2029 (%)
    • Data Table on Patient recruitment - Year-over-year growth 2024-2029 (%)
  • 9.4 Data management and quality control - Market size and forecast 2024-2029
    • Chart on Data management and quality control - Market size and forecast 2024-2029 ($ million)
    • Data Table on Data management and quality control - Market size and forecast 2024-2029 ($ million)
    • Chart on Data management and quality control - Year-over-year growth 2024-2029 (%)
    • Data Table on Data management and quality control - Year-over-year growth 2024-2029 (%)
  • 9.5 Trail design and optimization - Market size and forecast 2024-2029
    • Chart on Trail design and optimization - Market size and forecast 2024-2029 ($ million)
    • Data Table on Trail design and optimization - Market size and forecast 2024-2029 ($ million)
    • Chart on Trail design and optimization - Year-over-year growth 2024-2029 (%)
    • Data Table on Trail design and optimization - Year-over-year growth 2024-2029 (%)
  • 9.6 Adverse event prediction and detection - Market size and forecast 2024-2029
    • Chart on Adverse event prediction and detection - Market size and forecast 2024-2029 ($ million)
    • Data Table on Adverse event prediction and detection - Market size and forecast 2024-2029 ($ million)
    • Chart on Adverse event prediction and detection - Year-over-year growth 2024-2029 (%)
    • Data Table on Adverse event prediction and detection - Year-over-year growth 2024-2029 (%)
  • 9.7 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 (%)
  • 9.8 Market opportunity by Application
    • Market opportunity by Application ($ million)
    • Data Table on Market opportunity by Application ($ 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 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 (%)
  • 11.4 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 (%)
  • 11.5 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 (%)
  • 11.6 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 (%)
  • 11.7 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 (%)
  • 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 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 (%)
  • 11.11 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 (%)
  • 11.12 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 (%)
  • 11.13 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 (%)
  • 11.14 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 (%)
  • 11.15 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 (%)
  • 11.16 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 (%)
  • 11.17 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 (%)
  • 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 AiCure
    • AiCure - Overview
    • AiCure - Product / Service
    • AiCure - Key offerings
    • SWOT
  • 14.5 ConcertAI Inc.
    • ConcertAI Inc. - Overview
    • ConcertAI Inc. - Product / Service
    • ConcertAI Inc. - Key offerings
    • SWOT
  • 14.6 Deep Genomics Inc.
    • Deep Genomics Inc. - Overview
    • Deep Genomics Inc. - Product / Service
    • Deep Genomics Inc. - Key offerings
    • SWOT
  • 14.7 Exscientia PLC
    • Exscientia PLC - Overview
    • Exscientia PLC - Product / Service
    • Exscientia PLC - Key offerings
    • SWOT
  • 14.8 Insilico Medicine
    • Insilico Medicine - Overview
    • Insilico Medicine - Product / Service
    • Insilico Medicine - Key offerings
    • SWOT
  • 14.9 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
  • 14.10 IQVIA Holdings Inc.
    • IQVIA Holdings Inc. - Overview
    • IQVIA Holdings Inc. - Business segments
    • IQVIA Holdings Inc. - Key offerings
    • IQVIA Holdings Inc. - Segment focus
    • SWOT
  • 14.11 Koneksa Health Inc.
    • Koneksa Health Inc. - Overview
    • Koneksa Health Inc. - Product / Service
    • Koneksa Health Inc. - Key offerings
    • SWOT
  • 14.12 Medidata
    • Medidata - Overview
    • Medidata - Product / Service
    • Medidata - Key offerings
    • SWOT
  • 14.13 Microsoft Corp.
    • Microsoft Corp. - Overview
    • Microsoft Corp. - Business segments
    • Microsoft Corp. - Key news
    • Microsoft Corp. - Key offerings
    • Microsoft Corp. - Segment focus
    • SWOT
  • 14.14 NVIDIA Corp.
    • NVIDIA Corp. - Overview
    • NVIDIA Corp. - Business segments
    • NVIDIA Corp. - Key news
    • NVIDIA Corp. - Key offerings
    • NVIDIA Corp. - Segment focus
    • SWOT
  • 14.15 PathAI Inc.
    • PathAI Inc. - Overview
    • PathAI Inc. - Product / Service
    • PathAI Inc. - Key offerings
    • SWOT
  • 14.16 PHARMASEAL
    • PHARMASEAL - Overview
    • PHARMASEAL - Product / Service
    • PHARMASEAL - Key offerings
    • SWOT
  • 14.17 Saama Technologies Inc.
    • Saama Technologies Inc. - Overview
    • Saama Technologies Inc. - Product / Service
    • Saama Technologies Inc. - Key offerings
    • SWOT
  • 14.18 Symphony Innovation LLC
    • Symphony Innovation LLC - Overview
    • Symphony Innovation LLC - Product / Service
    • Symphony Innovation LLC - 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
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