한글목차

임상시험용 생성형 AI 시장은 2024-2029년 동안 5억 7,270만 달러 증가하고, 예측 기간 동안 CAGR 30.8%로 성장할 것으로 예측됩니다.

세계의 임상시험용 생성형 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. 임상 개발 비용 및 일정 단축, 임상시험의 복잡성 및 멀티모달 데이터의 급증에 대한 관리, 급속한 기술 성숙과 전략적 이종 산업간 협업 등 종합적인 요구가 시장을 주도하고 있습니다.

본 조사는 업계 주요 참여자들의 의견을 포함하여 1차 정보와 2차 정보를 객관적으로 조합하여 실시되었습니다. 이 보고서에는 주요 기업 분석, 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 생성형 AI 시장의 성장을 촉진할 주요 요인 중 하나로 도메인별 및 멀티모달 생성 모델의 부상을 꼽고 있습니다. 또한, AI-as-a-service 생태계와 심층적인 플랫폼 통합의 확산, 그리고 순수 자동화에서 인간 확장 및 신규 발견으로의 진화적 전환은 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 상황

• 시장 생태계
• 시장 특징
• 밸류체인 분석

제4장 시장 규모

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

제5장 Five Forces 분석

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

제6장 시장 세분화 : 전개별

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

제7장 시장 세분화 : 용도별

• 시장 부문
• 비교 : 용도별
• 임상시험 설계 최적화 : 시장 규모와 예측 2024-2029년
• 데이터 관리와 분석 : 시장 규모와 예측 2024-2029년
• 환자 모집 : 시장 규모와 예측 2024-2029년
• 부작용 예측과 검출 : 시장 규모와 예측 2024-2029년
• 규제 준수 : 시장 규모와 예측 2024-2029년
• 시장 기회 : 용도별

제8장 시장 세분화 : 최종사용자별

• 시장 부문
• 비교 : 최종사용자별
• 제약회사 및 바이오테크놀러지 기업 : 시장 규모와 예측 2024-2029년
• 임상시험수탁기관 : 시장 규모와 예측 2024-2029년
• 기타 : 시장 규모와 예측 2024-2029년
• 시장 기회 : 최종사용자별

제9장 고객 상황

• 고객 상황 개요

제10장 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
• 브라질 : 시장 규모와 예측 2024-2029년
• 한국 : 시장 규모와 예측 2024-2029년
• 시장 기회 : 지역 상황별

제11장 촉진요인, 과제, 기회, 억제요인

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

제12장 경쟁 구도

• 개요
• 경쟁 구도
• 혼란 상황
• 업계 리스크

제13장 경쟁 분석

• 기업 개요
• 기업 순위 지수
• 기업의 시장 포지셔닝
• A.I. VALI Inc.
• Acclinate Inc.
• AiCure
• ConcertAI Inc.
• Deep 6 AI Inc.
• Exscientia plc
• Innoplexus
• Intelligencia Inc.
• Median Technologies SA
• Medidata
• Opyl Ltd
• Owkin Inc.
• Tempus Labs Inc.
• Trials.ai
• Unlearn.ai Inc

제14장 부록

영문목차

The generative AI in clinical trial market is forecasted to grow by USD 572.7 mn during 2024-2029, accelerating at a CAGR of 30.8% during the forecast period. The report on the generative AI in clinical trial 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 overarching imperative to reduce clinical development costs and timelines, management of increasing trial complexity and proliferation of multimodal data, and rapid technological maturation and strategic cross-industry collaborations.

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 generative AI in clinical trial market is segmented as below:

By Deployment

• Cloud-based
• On-premises

By Application

• Trial design optimization
• Data management and analysis
• Patient recruitment
• Adverse event prediction and detection
• Regulatory compliance

By End-user

• Pharma and biotech companies
• Contract research organization
• Others

By Geographical Landscape

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

This study identifies the ascendance of domain-specific and multimodal generative models as one of the prime reasons driving the generative AI in clinical trial market growth during the next few years. Also, proliferation of ai-as-a-service ecosystem and deep platform integration and evolutionary shift from pure automation to human augmentation and novel discovery will lead to sizable demand in the market.

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

• Generative AI In Clinical Trial Market sizing
• Generative AI In Clinical Trial Market forecast
• Generative AI In Clinical Trial 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 generative AI in clinical trial market vendors that include A.I. VALI Inc., Acclinate Inc., AiCure, Antidote Technologies Inc., Claritrics Inc., ConcertAI Inc., Deep 6 AI Inc., Exscientia plc, Innoplexus, Intelligencia Inc., Median Technologies SA, Medidata, Opyl Ltd, Owkin Inc., SiteRx Inc., Tempus Labs Inc., Trials.ai, and Unlearn.ai Inc. Also, the generative AI in clinical trial 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 Application
  • Executive Summary - Chart on Market Segmentation by End-user
  • 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 Five Forces Analysis

• 5.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 5.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 5.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 5.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 5.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 5.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 5.7 Market condition
  • Chart on Market condition - Five forces 2024 and 2029

6 Market Segmentation by Deployment

• 6.1 Market segments
  • Chart on Deployment - Market share 2024-2029 (%)
  • Data Table on Deployment - Market share 2024-2029 (%)
• 6.2 Comparison by Deployment
  • Chart on Comparison by Deployment
  • Data Table on Comparison by Deployment
• 6.3 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 (%)
• 6.4 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 (%)
• 6.5 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)
  • Data Table on Market opportunity by Deployment ($ million)

7 Market Segmentation by Application

• 7.1 Market segments
  • Chart on Application - Market share 2024-2029 (%)
  • Data Table on Application - Market share 2024-2029 (%)
• 7.2 Comparison by Application
  • Chart on Comparison by Application
  • Data Table on Comparison by Application
• 7.3 Trial design optimization - Market size and forecast 2024-2029
  • Chart on Trial design optimization - Market size and forecast 2024-2029 ($ million)
  • Data Table on Trial design optimization - Market size and forecast 2024-2029 ($ million)
  • Chart on Trial design optimization - Year-over-year growth 2024-2029 (%)
  • Data Table on Trial design optimization - Year-over-year growth 2024-2029 (%)
• 7.4 Data management and analysis - Market size and forecast 2024-2029
  • Chart on Data management and analysis - Market size and forecast 2024-2029 ($ million)
  • Data Table on Data management and analysis - Market size and forecast 2024-2029 ($ million)
  • Chart on Data management and analysis - Year-over-year growth 2024-2029 (%)
  • Data Table on Data management and analysis - Year-over-year growth 2024-2029 (%)
• 7.5 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 (%)
• 7.6 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 (%)
• 7.7 Regulatory compliance - Market size and forecast 2024-2029
  • Chart on Regulatory compliance - Market size and forecast 2024-2029 ($ million)
  • Data Table on Regulatory compliance - Market size and forecast 2024-2029 ($ million)
  • Chart on Regulatory compliance - Year-over-year growth 2024-2029 (%)
  • Data Table on Regulatory compliance - Year-over-year growth 2024-2029 (%)
• 7.8 Market opportunity by Application
  • Market opportunity by Application ($ million)
  • Data Table on Market opportunity by Application ($ 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 Pharma and biotech companies - Market size and forecast 2024-2029
  • Chart on Pharma and biotech companies - Market size and forecast 2024-2029 ($ million)
  • Data Table on Pharma and biotech companies - Market size and forecast 2024-2029 ($ million)
  • Chart on Pharma and biotech companies - Year-over-year growth 2024-2029 (%)
  • Data Table on Pharma and biotech companies - Year-over-year growth 2024-2029 (%)
• 8.4 Contract research organization - Market size and forecast 2024-2029
  • Chart on Contract research organization - Market size and forecast 2024-2029 ($ million)
  • Data Table on Contract research organization - Market size and forecast 2024-2029 ($ million)
  • Chart on Contract research organization - Year-over-year growth 2024-2029 (%)
  • Data Table on Contract research organization - Year-over-year growth 2024-2029 (%)
• 8.5 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 (%)
• 8.6 Market opportunity by End-user
  • Market opportunity by End-user ($ million)
  • Data Table on Market opportunity by End-user ($ million)

9 Customer Landscape

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

10 Geographic Landscape

• 10.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Data Table on Market share By Geographical Landscape 2024-2029 (%)
• 10.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 10.3 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 (%)
• 10.4 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 (%)
• 10.5 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 (%)
• 10.6 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 (%)
• 10.7 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 (%)
• 10.8 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 (%)
• 10.9 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 (%)
• 10.10 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 (%)
• 10.11 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 (%)
• 10.12 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 (%)
• 10.13 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 (%)
• 10.14 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 (%)
• 10.15 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 (%)
• 10.16 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 (%)
• 10.17 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 (%)
• 10.18 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

11 Drivers, Challenges, and Opportunity/Restraints

• 11.1 Market drivers
• 11.2 Market challenges
• 11.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 11.4 Market opportunities/restraints

12 Competitive Landscape

• 12.1 Overview
• 12.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 12.3 Landscape disruption
  • Overview on factors of disruption
• 12.4 Industry risks
  • Impact of key risks on business

13 Competitive Analysis

• 13.1 Companies profiled
  • Companies covered
• 13.2 Company ranking index
  • Company ranking index
• 13.3 Market positioning of companies
  • Matrix on companies position and classification
• 13.4 A.I. VALI Inc.
  • A.I. VALI Inc. - Overview
  • A.I. VALI Inc. - Product / Service
  • A.I. VALI Inc. - Key offerings
  • SWOT
• 13.5 Acclinate Inc.
  • Acclinate Inc. - Overview
  • Acclinate Inc. - Product / Service
  • Acclinate Inc. - Key offerings
  • SWOT
• 13.6 AiCure
  • AiCure - Overview
  • AiCure - Product / Service
  • AiCure - Key offerings
  • SWOT
• 13.7 ConcertAI Inc.
  • ConcertAI Inc. - Overview
  • ConcertAI Inc. - Product / Service
  • ConcertAI Inc. - Key offerings
  • SWOT
• 13.8 Deep 6 AI Inc.
  • Deep 6 AI Inc. - Overview
  • Deep 6 AI Inc. - Product / Service
  • Deep 6 AI Inc. - Key offerings
  • SWOT
• 13.9 Exscientia plc
  • Exscientia plc - Overview
  • Exscientia plc - Product / Service
  • Exscientia plc - Key offerings
  • SWOT
• 13.10 Innoplexus
  • Innoplexus - Overview
  • Innoplexus - Product / Service
  • Innoplexus - Key offerings
  • SWOT
• 13.11 Intelligencia Inc.
  • Intelligencia Inc. - Overview
  • Intelligencia Inc. - Product / Service
  • Intelligencia Inc. - Key offerings
  • SWOT
• 13.12 Median Technologies SA
  • Median Technologies SA - Overview
  • Median Technologies SA - Product / Service
  • Median Technologies SA - Key offerings
  • SWOT
• 13.13 Medidata
  • Medidata - Overview
  • Medidata - Product / Service
  • Medidata - Key offerings
  • SWOT
• 13.14 Opyl Ltd
  • Opyl Ltd - Overview
  • Opyl Ltd - Product / Service
  • Opyl Ltd - Key offerings
  • SWOT
• 13.15 Owkin Inc.
  • Owkin Inc. - Overview
  • Owkin Inc. - Product / Service
  • Owkin Inc. - Key offerings
  • SWOT
• 13.16 Tempus Labs Inc.
  • Tempus Labs Inc. - Overview
  • Tempus Labs Inc. - Product / Service
  • Tempus Labs Inc. - Key offerings
  • SWOT
• 13.17 Trials.ai
  • Trials.ai - Overview
  • Trials.ai - Product / Service
  • Trials.ai - Key offerings
  • SWOT
• 13.18 Unlearn.ai Inc
  • Unlearn.ai Inc - Overview
  • Unlearn.ai Inc - Product / Service
  • Unlearn.ai Inc - Key offerings
  • SWOT

14 Appendix

• 14.1 Scope of the report
• 14.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 14.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 14.4 Research methodology
  • Research methodology
• 14.5 Data procurement
  • Information sources
• 14.6 Data validation
  • Data validation
• 14.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 14.8 Data synthesis
  • Data synthesis
• 14.9 360 degree market analysis
  • 360 degree market analysis
• 14.10 List of abbreviations
  • List of abbreviations