Global Machine Learning In Pharmaceutical Industry Market 2025-2029
Description
Global Machine Learning In Pharmaceutical Industry Market 2025-2029
The global machine learning in pharmaceutical industry market is forecasted to grow by USD 10212.8 mn during 2024-2029, accelerating at a CAGR of 37.1% during the forecast period. The report on the global machine learning in pharmaceutical industry 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 increasing data volume and complexity, quest for enhanced efficiency and reduced costs, personalized medicine and precision therapies.
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. For further information on this report, please visit -
https://www.technavio.com/report/report/machine-learning-in-pharmaceutical-industry-market-industry-analysis
Technavio's global machine learning in pharmaceutical industry market is segmented as below:
By Application
The report on the global machine learning in pharmaceutical industry market covers the following areas:
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.
The global machine learning in pharmaceutical industry market is forecasted to grow by USD 10212.8 mn during 2024-2029, accelerating at a CAGR of 37.1% during the forecast period. The report on the global machine learning in pharmaceutical industry 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 increasing data volume and complexity, quest for enhanced efficiency and reduced costs, personalized medicine and precision therapies.
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. For further information on this report, please visit -
https://www.technavio.com/report/report/machine-learning-in-pharmaceutical-industry-market-industry-analysis
Technavio's global machine learning in pharmaceutical industry market is segmented as below:
By Application
- Drug discovery and design
- Clinical trial optimization
- Disease diagnosis and biomarker identification
- Manufacturing and quality control
- Others
- Supervised learning
- Deep learning
- Unsupervised learning
- Reinforcement learning
- Others
- Cloud-based
- Hybrid
- On premises
- North America
- US
- Canada
- Mexico
- APAC
- China
- India
- Japan
- South Korea
- Australia
- Indonesia
- Europe
- Germany
- UK
- France
- Italy
- The Netherlands
- Spain
- South America
- Brazil
- Argentina
- Colombia
- Middle East and Africa
- UAE
- South Africa
- Turkey
- Rest of World (ROW)
The report on the global machine learning in pharmaceutical industry market covers the following areas:
- Global machine learning in pharmaceutical industry market sizing
- Global machine learning in pharmaceutical industry market forecast
- Global machine learning in pharmaceutical industry market industry analysis
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
323 Pages
- 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 Geography
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Market Segmentation by Technology
- Executive Summary - Chart on Market Segmentation by Deployment
- 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
- Chart on Overview on criticality of inputs and factors of differentiation
- 2.3 Factors of disruption
- Chart on Overview on factors of disruption
- 2.4 Impact of drivers and challenges
- Chart on Impact of drivers and challenges in 2024 and 2029
- 3 Market Landscape
- 3.1 Market ecosystem
- Chart on Parent Market
- Data Table on - Parent Market
- 3.2 Market characteristics
- Chart on Market characteristics analysis
- 3.3 Value chain analysis
- Chart on Value chain analysis
- 4 Market Sizing
- 4.1 Market definition
- Data Table on 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 Machine Learning In Pharmaceutical Industry Market 2019 - 2023
- Historic Market Size - Data Table on Global Machine Learning In Pharmaceutical Industry Market 2019 - 2023 ($ million)
- 5.2 Application segment analysis 2019 - 2023
- Historic Market Size - Application Segment 2019 - 2023 ($ million)
- 5.3 Technology segment analysis 2019 - 2023
- Historic Market Size - Technology Segment 2019 - 2023 ($ million)
- 5.4 Deployment segment analysis 2019 - 2023
- Historic Market Size - Deployment 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 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 Drug discovery and design - Market size and forecast 2024-2029
- Chart on Drug discovery and design - Market size and forecast 2024-2029 ($ million)
- Data Table on Drug discovery and design - Market size and forecast 2024-2029 ($ million)
- Chart on Drug discovery and design - Year-over-year growth 2024-2029 (%)
- Data Table on Drug discovery and design - Year-over-year growth 2024-2029 (%)
- 7.4 Clinical trial optimization - Market size and forecast 2024-2029
- Chart on Clinical trial optimization - Market size and forecast 2024-2029 ($ million)
- Data Table on Clinical trial optimization - Market size and forecast 2024-2029 ($ million)
- Chart on Clinical trial optimization - Year-over-year growth 2024-2029 (%)
- Data Table on Clinical trial optimization - Year-over-year growth 2024-2029 (%)
- 7.5 Disease diagnosis and biomarker identification - Market size and forecast 2024-2029
- Chart on Disease diagnosis and biomarker identification - Market size and forecast 2024-2029 ($ million)
- Data Table on Disease diagnosis and biomarker identification - Market size and forecast 2024-2029 ($ million)
- Chart on Disease diagnosis and biomarker identification - Year-over-year growth 2024-2029 (%)
- Data Table on Disease diagnosis and biomarker identification - Year-over-year growth 2024-2029 (%)
- 7.6 Manufacturing and quality control - Market size and forecast 2024-2029
- Chart on Manufacturing and quality control - Market size and forecast 2024-2029 ($ million)
- Data Table on Manufacturing and quality control - Market size and forecast 2024-2029 ($ million)
- Chart on Manufacturing and quality control - Year-over-year growth 2024-2029 (%)
- Data Table on Manufacturing and quality control - Year-over-year growth 2024-2029 (%)
- 7.7 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 (%)
- 7.8 Market opportunity by Application
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ million)
- 8 Market Segmentation by Technology
- 8.1 Market segments
- Chart on Technology - Market share 2024-2029 (%)
- Data Table on Technology - Market share 2024-2029 (%)
- 8.2 Comparison by Technology
- Chart on Comparison by Technology
- Data Table on Comparison by Technology
- 8.3 Supervised learning - Market size and forecast 2024-2029
- Chart on Supervised learning - Market size and forecast 2024-2029 ($ million)
- Data Table on Supervised learning - Market size and forecast 2024-2029 ($ million)
- Chart on Supervised learning - Year-over-year growth 2024-2029 (%)
- Data Table on Supervised learning - Year-over-year growth 2024-2029 (%)
- 8.4 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 (%)
- 8.5 Unsupervised learning - Market size and forecast 2024-2029
- Chart on Unsupervised learning - Market size and forecast 2024-2029 ($ million)
- Data Table on Unsupervised learning - Market size and forecast 2024-2029 ($ million)
- Chart on Unsupervised learning - Year-over-year growth 2024-2029 (%)
- Data Table on Unsupervised learning - Year-over-year growth 2024-2029 (%)
- 8.6 Reinforcement learning - Market size and forecast 2024-2029
- Chart on Reinforcement learning - Market size and forecast 2024-2029 ($ million)
- Data Table on Reinforcement learning - Market size and forecast 2024-2029 ($ million)
- Chart on Reinforcement learning - Year-over-year growth 2024-2029 (%)
- Data Table on Reinforcement learning - 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 Technology
- Market opportunity by Technology ($ million)
- Data Table on Market opportunity by Technology ($ million)
- 9 Market Segmentation by Deployment
- 9.1 Market segments
- Chart on Deployment - Market share 2024-2029 (%)
- Data Table on Deployment - Market share 2024-2029 (%)
- 9.2 Comparison by Deployment
- Chart on Comparison by Deployment
- Data Table on Comparison by Deployment
- 9.3 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 (%)
- 9.4 Hybrid - Market size and forecast 2024-2029
- Chart on Hybrid - Market size and forecast 2024-2029 ($ million)
- Data Table on Hybrid - Market size and forecast 2024-2029 ($ million)
- Chart on Hybrid - Year-over-year growth 2024-2029 (%)
- Data Table on Hybrid - Year-over-year growth 2024-2029 (%)
- 9.5 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 (%)
- 9.6 Market opportunity by Deployment
- Market opportunity by Deployment ($ million)
- Data Table on Market opportunity by Deployment ($ 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 geography 2024-2029 (%)
- Data Table on Market share by geography 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 (%)
- Chart on Regional Comparison - North America
- Data Table on Regional Comparison - North America
- 11.3.1 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 (%)
- 11.3.2 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 (%)
- 11.3.3 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 (%)
- 11.4 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 (%)
- Chart on Regional Comparison - APAC
- Data Table on Regional Comparison - APAC
- 11.4.1 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 (%)
- 11.4.2 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 (%)
- 11.4.3 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 (%)
- 11.4.4 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 (%)
- 11.4.5 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 (%)
- 11.4.6 Indonesia - Market size and forecast 2024-2029
- Chart on Indonesia - Market size and forecast 2024-2029 ($ million)
- Data Table on Indonesia - Market size and forecast 2024-2029 ($ million)
- Chart on Indonesia - Year-over-year growth 2024-2029 (%)
- Data Table on Indonesia - 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 (%)
- Chart on Regional Comparison - Europe
- Data Table on Regional Comparison - Europe
- 11.5.1 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 (%)
- 11.5.2 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 (%)
- 11.5.3 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 (%)
- 11.5.4 Italy - Market size and forecast 2024-2029
- Chart on Italy - Market size and forecast 2024-2029 ($ million)
- Data Table on Italy - Market size and forecast 2024-2029 ($ million)
- Chart on Italy - Year-over-year growth 2024-2029 (%)
- Data Table on Italy - Year-over-year growth 2024-2029 (%)
- 11.5.5 The Netherlands - Market size and forecast 2024-2029
- Chart on The Netherlands - Market size and forecast 2024-2029 ($ million)
- Data Table on The Netherlands - Market size and forecast 2024-2029 ($ million)
- Chart on The Netherlands - Year-over-year growth 2024-2029 (%)
- Data Table on The Netherlands - Year-over-year growth 2024-2029 (%)
- 11.5.6 Spain - Market size and forecast 2024-2029
- Chart on Spain - Market size and forecast 2024-2029 ($ million)
- Data Table on Spain - Market size and forecast 2024-2029 ($ million)
- Chart on Spain - Year-over-year growth 2024-2029 (%)
- Data Table on Spain - 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 (%)
- Chart on Regional Comparison - South America
- Data Table on Regional Comparison - South America
- 11.6.1 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 (%)
- 11.6.2 Argentina - Market size and forecast 2024-2029
- Chart on Argentina - Market size and forecast 2024-2029 ($ million)
- Data Table on Argentina - Market size and forecast 2024-2029 ($ million)
- Chart on Argentina - Year-over-year growth 2024-2029 (%)
- Data Table on Argentina - Year-over-year growth 2024-2029 (%)
- 11.6.3 Colombia - Market size and forecast 2024-2029
- Chart on Colombia - Market size and forecast 2024-2029 ($ million)
- Data Table on Colombia - Market size and forecast 2024-2029 ($ million)
- Chart on Colombia - Year-over-year growth 2024-2029 (%)
- Data Table on Colombia - 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 (%)
- Chart on Regional Comparison - Middle East and Africa
- Data Table on Regional Comparison - Middle East and Africa
- 11.7.1 Saudi Arabia - Market size and forecast 2024-2029
- Chart on Saudi Arabia - Market size and forecast 2024-2029 ($ million)
- Data Table on Saudi Arabia - Market size and forecast 2024-2029 ($ million)
- Chart on Saudi Arabia - Year-over-year growth 2024-2029 (%)
- Data Table on Saudi Arabia - Year-over-year growth 2024-2029 (%)
- 11.7.2 UAE - Market size and forecast 2024-2029
- Chart on UAE - Market size and forecast 2024-2029 ($ million)
- Data Table on UAE - Market size and forecast 2024-2029 ($ million)
- Chart on UAE - Year-over-year growth 2024-2029 (%)
- Data Table on UAE - Year-over-year growth 2024-2029 (%)
- 11.7.3 South Africa - Market size and forecast 2024-2029
- Chart on South Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on South Africa - Market size and forecast 2024-2029 ($ million)
- Chart on South Africa - Year-over-year growth 2024-2029 (%)
- Data Table on South Africa - Year-over-year growth 2024-2029 (%)
- 11.7.4 Israel - Market size and forecast 2024-2029
- Chart on Israel - Market size and forecast 2024-2029 ($ million)
- Data Table on Israel - Market size and forecast 2024-2029 ($ million)
- Chart on Israel - Year-over-year growth 2024-2029 (%)
- Data Table on Israel - Year-over-year growth 2024-2029 (%)
- 11.7.5 Turkey - Market size and forecast 2024-2029
- Chart on Turkey - Market size and forecast 2024-2029 ($ million)
- Data Table on Turkey - Market size and forecast 2024-2029 ($ million)
- Chart on Turkey - Year-over-year growth 2024-2029 (%)
- Data Table on Turkey - Year-over-year growth 2024-2029 (%)
- 11.8 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
- 12 Drivers, Challenges, and Opportunity
- 12.1 Market drivers
- Increasing data volume and complexity
- Quest for enhanced efficiency and reduced costs
- Personalized medicine and precision therapies
- 12.2 Market challenges
- Data silos and interoperability issues
- Regulatory and ethical considerations
- Talent gap and skill shortages
- 12.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 12.4 Market opportunities
- Rise of generative AI for de novo drug design
- Increasing adoption of federated learning for data privacy
- Integration of AI with digital biomarkers and wearable technology
- 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 AbbVie Inc.
- AbbVie Inc. - Overview
- AbbVie Inc. - Product / Service
- AbbVie Inc. - Key news
- AbbVie Inc. - Key offerings
- SWOT
- 14.5 Amgen Inc.
- Amgen Inc. - Overview
- Amgen Inc. - Product / Service
- Amgen Inc. - Key news
- Amgen Inc. - Key offerings
- SWOT
- 14.6 AstraZeneca Plc
- AstraZeneca Plc - Overview
- AstraZeneca Plc - Product / Service
- AstraZeneca Plc - Key news
- AstraZeneca Plc - Key offerings
- SWOT
- 14.7 Bayer AG
- Bayer AG - Overview
- Bayer AG - Business segments
- Bayer AG - Key news
- Bayer AG - Key offerings
- Bayer AG - Segment focus
- SWOT
- 14.8 Bristol Myers Squibb Co.
- Bristol Myers Squibb Co. - Overview
- Bristol Myers Squibb Co. - Product / Service
- Bristol Myers Squibb Co. - Key news
- Bristol Myers Squibb Co. - Key offerings
- SWOT
- 14.9 Eli Lilly and Co.
- Eli Lilly and Co. - Overview
- Eli Lilly and Co. - Product / Service
- Eli Lilly and Co. - Key offerings
- SWOT
- 14.10 F. Hoffmann La Roche Ltd.
- F. Hoffmann La Roche Ltd. - Overview
- F. Hoffmann La Roche Ltd. - Business segments
- F. Hoffmann La Roche Ltd. - Key news
- F. Hoffmann La Roche Ltd. - Key offerings
- F. Hoffmann La Roche Ltd. - Segment focus
- SWOT
- 14.11 GlaxoSmithKline Plc
- GlaxoSmithKline Plc - Overview
- GlaxoSmithKline Plc - Business segments
- GlaxoSmithKline Plc - Key news
- GlaxoSmithKline Plc - Key offerings
- GlaxoSmithKline Plc - Segment focus
- SWOT
- 14.12 IQVIA Holdings Inc.
- IQVIA Holdings Inc. - Overview
- IQVIA Holdings Inc. - Business segments
- IQVIA Holdings Inc. - Key offerings
- IQVIA Holdings Inc. - Segment focus
- SWOT
- 14.13 Johnson and Johnson Services
- Johnson and Johnson Services - Overview
- Johnson and Johnson Services - Business segments
- Johnson and Johnson Services - Key news
- Johnson and Johnson Services - Key offerings
- Johnson and Johnson Services - Segment focus
- SWOT
- 14.14 Merck and Co. Inc.
- Merck and Co. Inc. - Overview
- Merck and Co. Inc. - Business segments
- Merck and Co. Inc. - Key news
- Merck and Co. Inc. - Key offerings
- Merck and Co. Inc. - Segment focus
- SWOT
- 14.15 Novartis AG
- Novartis AG - Overview
- Novartis AG - Business segments
- Novartis AG - Key news
- Novartis AG - Key offerings
- Novartis AG - Segment focus
- SWOT
- 14.16 Pfizer Inc.
- Pfizer Inc. - Overview
- Pfizer Inc. - Product / Service
- Pfizer Inc. - Key news
- Pfizer Inc. - Key offerings
- SWOT
- 14.17 Sanofi SA
- Sanofi SA - Overview
- Sanofi SA - Business segments
- Sanofi SA - Key news
- Sanofi SA - Key offerings
- Sanofi SA - Segment focus
- SWOT
- 14.18 Takeda Pharmaceutical Ltd.
- Takeda Pharmaceutical Ltd. - Overview
- Takeda Pharmaceutical Ltd. - Product / Service
- Takeda Pharmaceutical Ltd. - Key news
- Takeda Pharmaceutical Ltd. - Key offerings
- SWOT
- 15 Appendix
- 15.1 Scope of the report
- Market definition
- Objectives
- Notes and caveats
- 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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