Selected research
Market Structure
Global AI-based Clinical Trial Solution Market by Size, by Type, by Application, by Region, History and Forecast 2021-2032
Market perspective
The global AI-based Clinical Trial Solution market was valued at US$ million in 2026 and is projected to reach US$ million by 2032, implying a CAGR of xx% over 2026-2032.
The US & Canada market for AI-based Clinical Trial Solution is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.
The Europe market for AI-based Clinical Trial Solution is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.
Read the full market overview
The Asia Pacific market for AI-based Clinical Trial Solution is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.
The China market for AI-based Clinical Trial Solution is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.
Leading global manufacturers of AI-based Clinical Trial Solution include AiCure, Antidote, Deep Lens, Saama Technologies, Trials.ai, Deep 6 AI, Innoplexus, Median Technologies and Mendel.ai, among others. In 2025, the top three vendors together accounted for approximately % of global revenue.
Report Includes
This report provides an overview of the global AI-based Clinical Trial Solution market and its size, analyzing global market trends based on historical revenue data for 2021-2025, estimates for 2026, and projected CAGRs through 2032.
The study covers key producers of AI-based Clinical Trial Solution and revenue in major regions and countries, assesses future market potential, and highlights priority regions and countries for segmenting the market into sub-sectors, with country-specific market value data for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, the Middle East, Africa, and other countries.
The report also presents AI-based Clinical Trial Solution revenue, market share, and industry ranking for the main manufacturers for 2021-2026, identifies the major stakeholders in the global market, and analyzes their competitive landscape and market positioning based on recent developments and segmental revenues.
In addition, the report analyzes segment data by Type and Application—covering revenue and growth rates—for 2021-2032, and evaluates and forecasts the AI-based Clinical Trial Solution market size, projected growth trends, production technologies, key applications, and end-use industries.
AI-based Clinical Trial Solution Segment by Company
AiCure
Antidote
Deep Lens
Saama Technologies
Trials.ai
Deep 6 AI
Innoplexus
Median Technologies
Mendel.ai
Phesi
Tempus
IBM
Digital Reasoning
Insilico Medicine
Insitro
Evotec
PathAI
Cancer Center.ai
AI-based Clinical Trial Solution Segment by Type
Artificial Narrow Intelligence
Artificial General Intelligence
Artificial Super Intelligence
AI-based Clinical Trial Solution Segment by Application
Drug Discovery
Drug Manufacturing
Drug Marketing
Diagnosis and Treatment
Clinical Trials
AI-based Clinical Trial Solution Segment by Region
North America
United States
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Spain
Netherlands
Switzerland
Sweden
Poland
Asia-Pacific
China
Japan
South Korea
India
Australia
Taiwan
Southeast Asia
South America
Brazil
Argentina
Chile
Middle East & Africa
Egypt
South Africa
Israel
Türkiye
GCC Countries
Study Objectives
1. To analyze and research the global status and future forecast, involving, production, value, consumption, growth rate (CAGR), market share, historical and forecast.
2. To present the key manufacturers, capacity, production, revenue, market share, and Recent Developments.
3. To split the breakdown data by regions, type, manufacturers, and Application.
4. To analyze the global and key regions market potential and advantage, opportunity and challenge, restraints, and risks.
5. To identify significant trends, drivers, influence factors in global and regions.
6. To analyze competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.
Reasons to Buy This Report
1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global AI-based Clinical Trial Solution market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.
2. This report will help stakeholders to understand the global industry status and trends of AI-based Clinical Trial Solution and provides them with information on key market drivers, restraints, challenges, and opportunities.
3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in volume and value), competitor ecosystem, new product development, expansion, and acquisition.
4. This report stays updated with novel technology integration, features, and the latest developments in the market.
5. This report helps stakeholders to gain insights into which regions to target globally.
6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of AI-based Clinical Trial Solution.
7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. Revenue of AI-based Clinical Trial Solution in global and regional level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Analysis key trends, drivers, challenges, and opportunities within the global AI-based Clinical Trial Solution industry.
Chapter 3: Detailed analysis of AI-based Clinical Trial Solution companies' competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by application, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, AI-based Clinical Trial Solutionrevenue, gross margin, and recent development, etc.
Chapter 7: North America (US & Canada) by type, by application and by country, revenue for each segment.
Chapter 8: Europe by type, by application and by country, revenue for each segment.
Chapter 9: China by type, and by application, revenue for each segment.
Chapter 10: Asia (excluding China) by type, by application and by region, revenue for each segment.
Chapter 11: South America, Middle East & Africa by type, by application and by country, revenue for each segment.
Chapter 12: Concluding Insights of the report.
More report detail
Tables and figures
Scope & coverage.
Types
- Artificial Narrow Intelligence
- Artificial General Intelligence
- Artificial Super Intelligence
Applications
- Drug Discovery
- Drug Manufacturing
- Drug Marketing
- Diagnosis and Treatment
- Clinical Trials
Companies covered
- AiCure
- Antidote
- Deep Lens
- Saama Technologies
- Trials.ai
- Deep 6 AI
- Innoplexus
- Median Technologies
- Mendel.ai
- Phesi
- Tempus
- IBM
- Digital Reasoning
- Insilico Medicine
- Insitro
- Evotec
- PathAI
- Cancer Center.ai
Inside the report.
1 Market Overview
- 1.1 Product Definition
- 1.2 Market Analysis by Type
- 1.2.1 Global AI-based Clinical Trial Solution Market Size Growth Rate by Type: 2021 VS 2025 VS 2032
- 1.2.2 Artificial Narrow Intelligence
- 1.2.3 Artificial General Intelligence
- 1.2.4 Artificial Super Intelligence
- 1.3 Market Analysis by Application
- 1.3.1 Global AI-based Clinical Trial Solution Market Size Growth Rate by Application: 2021 VS 2025 VS 2032
- 1.3.2 Drug Discovery
- 1.3.3 Drug Manufacturing
- 1.3.4 Drug Marketing
- 1.3.5 Diagnosis and Treatment
- 1.3.6 Clinical Trials
- 1.4 Global Market Growth Prospects
- 1.5 Global AI-based Clinical Trial Solution Growth Trends by Region
- 1.5.1 Global AI-based Clinical Trial Solution Market Size by Region: 2021 VS 2025 VS 2032
- 1.5.2 AI-based Clinical Trial Solution Market Size by Region (2021-2026)
- 1.5.3 AI-based Clinical Trial Solution Market Size by Region (2027-2032)
- 1.6 Assumptions and Limitations
- 1.7 Study Goals and Objectives
- 1.8 Years Considered
2 Global AI-based Clinical Trial Solution Market Dynamics
- 2.1 AI-based Clinical Trial Solution Industry Trends
- 2.2 AI-based Clinical Trial Solution Industry Drivers
- 2.3 AI-based Clinical Trial Solution Industry Opportunities and Challenges
- 2.4 AI-based Clinical Trial Solution Industry Restraints
3 Competitive Landscape by Company
- 3.1 Global AI-based Clinical Trial Solution Revenue by Company (2021-2026)
- 3.2 Global AI-based Clinical Trial Solution Players Revenue Ranking, 2024 VS 2025 VS 2026
- 3.3 Global AI-based Clinical Trial Solution Key Company Head office and Area Served
- 3.4 Global AI-based Clinical Trial Solution Company, Product Type & Application
- 3.5 Global AI-based Clinical Trial Solution Company Establishment Date
- 3.6 Market Competitive Analysis
- 3.6.1 Global AI-based Clinical Trial Solution Market CR5 and HHI
- 3.6.2 Global Top 5 and 10 AI-based Clinical Trial Solution Players Market Share by Revenue in 2025
- 3.6.3 2025 AI-based Clinical Trial Solution Tier 1, Tier 2, and Tier 3
4 AI-based Clinical Trial Solution Market by Type
- 4.1 Global AI-based Clinical Trial Solution Market Size by Type (2021 VS 2025 VS 2032)
- 4.2 Global AI-based Clinical Trial Solution Market Size by Type (2021-2032)
- 4.3 Global AI-based Clinical Trial Solution Market Size Share by Type (2021-2032)
5 AI-based Clinical Trial Solution Market by Application
- 5.1 Global AI-based Clinical Trial Solution Market Size by Application (2021 VS 2025 VS 2032)
- 5.2 Global AI-based Clinical Trial Solution Market Size by Application (2021-2032)
- 5.3 Global AI-based Clinical Trial Solution Market Size Share by Application (2021-2032)
6 Company Profiles
- 6.1 AiCure
- 6.1.1 AiCure Company Information
- 6.1.2 AiCure Business Overview
- 6.1.3 AiCure AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.1.4 AiCure AI-based Clinical Trial Solution Product Portfolio
- 6.1.5 AiCure Recent Developments
- 6.2 Antidote
- 6.2.1 Antidote Company Information
- 6.2.2 Antidote Business Overview
- 6.2.3 Antidote AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.2.4 Antidote AI-based Clinical Trial Solution Product Portfolio
- 6.2.5 Antidote Recent Developments
- 6.3 Deep Lens
- 6.3.1 Deep Lens Company Information
- 6.3.2 Deep Lens Business Overview
- 6.3.3 Deep Lens AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.3.4 Deep Lens AI-based Clinical Trial Solution Product Portfolio
- 6.3.5 Deep Lens Recent Developments
- 6.4 Saama Technologies
- 6.4.1 Saama Technologies Company Information
- 6.4.2 Saama Technologies Business Overview
- 6.4.3 Saama Technologies AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.4.4 Saama Technologies AI-based Clinical Trial Solution Product Portfolio
- 6.4.5 Saama Technologies Recent Developments
- 6.5 Trials.ai
- 6.5.1 Trials.ai Company Information
- 6.5.2 Trials.ai Business Overview
- 6.5.3 Trials.ai AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.5.4 Trials.ai AI-based Clinical Trial Solution Product Portfolio
- 6.5.5 Trials.ai Recent Developments
- 6.6 Deep 6 AI
- 6.6.1 Deep 6 AI Company Information
- 6.6.2 Deep 6 AI Business Overview
- 6.6.3 Deep 6 AI AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.6.4 Deep 6 AI AI-based Clinical Trial Solution Product Portfolio
- 6.6.5 Deep 6 AI Recent Developments
- 6.7 Innoplexus
- 6.7.1 Innoplexus Company Information
- 6.7.2 Innoplexus Business Overview
- 6.7.3 Innoplexus AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.7.4 Innoplexus AI-based Clinical Trial Solution Product Portfolio
- 6.7.5 Innoplexus Recent Developments
- 6.8 Median Technologies
- 6.8.1 Median Technologies Company Information
- 6.8.2 Median Technologies Business Overview
- 6.8.3 Median Technologies AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.8.4 Median Technologies AI-based Clinical Trial Solution Product Portfolio
- 6.8.5 Median Technologies Recent Developments
- 6.9 Mendel.ai
- 6.9.1 Mendel.ai Company Information
- 6.9.2 Mendel.ai Business Overview
- 6.9.3 Mendel.ai AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.9.4 Mendel.ai AI-based Clinical Trial Solution Product Portfolio
- 6.9.5 Mendel.ai Recent Developments
- 6.10 Phesi
- 6.10.1 Phesi Company Information
- 6.10.2 Phesi Business Overview
- 6.10.3 Phesi AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.10.4 Phesi AI-based Clinical Trial Solution Product Portfolio
- 6.10.5 Phesi Recent Developments
- 6.11 Tempus
- 6.11.1 Tempus Company Information
- 6.11.2 Tempus Business Overview
- 6.11.3 Tempus AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.11.4 Tempus AI-based Clinical Trial Solution Product Portfolio
- 6.11.5 Tempus Recent Developments
- 6.12 IBM
- 6.12.1 IBM Company Information
- 6.12.2 IBM Business Overview
- 6.12.3 IBM AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.12.4 IBM AI-based Clinical Trial Solution Product Portfolio
- 6.12.5 IBM Recent Developments
- 6.13 Digital Reasoning
- 6.13.1 Digital Reasoning Company Information
- 6.13.2 Digital Reasoning Business Overview
- 6.13.3 Digital Reasoning AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.13.4 Digital Reasoning AI-based Clinical Trial Solution Product Portfolio
- 6.13.5 Digital Reasoning Recent Developments
- 6.14 Insilico Medicine
- 6.14.1 Insilico Medicine Company Information
- 6.14.2 Insilico Medicine Business Overview
- 6.14.3 Insilico Medicine AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.14.4 Insilico Medicine AI-based Clinical Trial Solution Product Portfolio
- 6.14.5 Insilico Medicine Recent Developments
- 6.15 Insitro
- 6.15.1 Insitro Company Information
- 6.15.2 Insitro Business Overview
- 6.15.3 Insitro AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.15.4 Insitro AI-based Clinical Trial Solution Product Portfolio
- 6.15.5 Insitro Recent Developments
- 6.16 Evotec
- 6.16.1 Evotec Company Information
- 6.16.2 Evotec Business Overview
- 6.16.3 Evotec AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.16.4 Evotec AI-based Clinical Trial Solution Product Portfolio
- 6.16.5 Evotec Recent Developments
- 6.17 PathAI
- 6.17.1 PathAI Company Information
- 6.17.2 PathAI Business Overview
- 6.17.3 PathAI AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.17.4 PathAI AI-based Clinical Trial Solution Product Portfolio
- 6.17.5 PathAI Recent Developments
- 6.18 Cancer Center.ai
- 6.18.1 Cancer Center.ai Company Information
- 6.18.2 Cancer Center.ai Business Overview
- 6.18.3 Cancer Center.ai AI-based Clinical Trial Solution Revenue and Gross Margin (US$ Million) & (2021-2026)
- 6.18.4 Cancer Center.ai AI-based Clinical Trial Solution Product Portfolio
- 6.18.5 Cancer Center.ai Recent Developments
7 North America
- 7.1 North America AI-based Clinical Trial Solution Market Size (2021-2032)
- 7.2 North America AI-based Clinical Trial Solution Market Size by Type
- 7.2.1 North America AI-based Clinical Trial Solution Market Size by Type (2021-2026)
- 7.2.2 North America AI-based Clinical Trial Solution Market Size by Type (2027-2032)
- 7.2.3 North America AI-based Clinical Trial Solution Market Share by Type (2021-2032)
- 7.3 North America AI-based Clinical Trial Solution Market Size by Application
- 7.3.1 North America AI-based Clinical Trial Solution Market Size by Application (2021-2026)
- 7.3.2 North America AI-based Clinical Trial Solution Market Size by Application (2027-2032)
- 7.3.3 North America AI-based Clinical Trial Solution Market Share by Application (2021-2032)
- 7.4 North America AI-based Clinical Trial Solution Market Size by Country
- 7.4.1 North America AI-based Clinical Trial Solution Market Size by Country (2021 VS 2025 VS 2032)
- 7.4.2 North America AI-based Clinical Trial Solution Market Size by Country (2021-2026)
- 7.4.3 North America AI-based Clinical Trial Solution Market Size by Country (2027-2032)
- 7.4.4 North America AI-based Clinical Trial Solution Market Share by Country (2021-2032)
- 7.4.5 United States
- 7.4.6 Canada
- 7.4.7 Mexico
8 Europe
- 8.1 Europe AI-based Clinical Trial Solution Market Size (2021-2032)
- 8.2 Europe AI-based Clinical Trial Solution Market Size by Type
- 8.2.1 Europe AI-based Clinical Trial Solution Market Size by Type (2021-2026)
- 8.2.2 Europe AI-based Clinical Trial Solution Market Size by Type (2027-2032)
- 8.2.3 Europe AI-based Clinical Trial Solution Market Share by Type (2021-2032)
- 8.3 Europe AI-based Clinical Trial Solution Market Size by Application
- 8.3.1 Europe AI-based Clinical Trial Solution Market Size by Application (2021-2026)
- 8.3.2 Europe AI-based Clinical Trial Solution Market Size by Application (2027-2032)
- 8.3.3 Europe AI-based Clinical Trial Solution Market Share by Application (2021-2032)
- 8.4 Europe AI-based Clinical Trial Solution Market Size by Country
- 8.4.1 Europe AI-based Clinical Trial Solution Market Size by Country (2021 VS 2025 VS 2032)
- 8.4.2 Europe AI-based Clinical Trial Solution Market Size by Country (2021-2026)
- 8.4.3 Europe AI-based Clinical Trial Solution Market Size by Country (2027-2032)
- 8.4.4 Europe AI-based Clinical Trial Solution Market Share by Country (2021-2032)
- 8.4.5 Germany
- 8.4.6 France
- 8.4.7 U.K.
- 8.4.8 Italy
- 8.4.9 Russia
- 8.4.10 Nordic Countries
9 China
- 9.1 China AI-based Clinical Trial Solution Market Size (2021-2032)
- 9.2 China AI-based Clinical Trial Solution Market Size by Type
- 9.2.1 China AI-based Clinical Trial Solution Market Size by Type (2021-2026)
- 9.2.2 China AI-based Clinical Trial Solution Market Size by Type (2027-2032)
- 9.2.3 China AI-based Clinical Trial Solution Market Share by Type (2021-2032)
- 9.3 China AI-based Clinical Trial Solution Market Size by Application
- 9.3.1 China AI-based Clinical Trial Solution Market Size by Application (2021-2026)
- 9.3.2 China AI-based Clinical Trial Solution Market Size by Application (2027-2032)
- 9.3.3 China AI-based Clinical Trial Solution Market Share by Application (2021-2032)
10 Asia (Excluding China)
- 10.1 Asia AI-based Clinical Trial Solution Market Size (2021-2032)
- 10.2 Asia AI-based Clinical Trial Solution Market Size by Type
- 10.2.1 Asia AI-based Clinical Trial Solution Market Size by Type (2021-2026)
- 10.2.2 Asia AI-based Clinical Trial Solution Market Size by Type (2027-2032)
- 10.2.3 Asia AI-based Clinical Trial Solution Market Share by Type (2021-2032)
- 10.3 Asia AI-based Clinical Trial Solution Market Size by Application
- 10.3.1 Asia AI-based Clinical Trial Solution Market Size by Application (2021-2026)
- 10.3.2 Asia AI-based Clinical Trial Solution Market Size by Application (2027-2032)
- 10.3.3 Asia AI-based Clinical Trial Solution Market Share by Application (2021-2032)
- 10.4 Asia AI-based Clinical Trial Solution Market Size by Country
- 10.4.1 Asia AI-based Clinical Trial Solution Market Size by Country (2021 VS 2025 VS 2032)
- 10.4.2 Asia AI-based Clinical Trial Solution Market Size by Country (2021-2026)
- 10.4.3 Asia AI-based Clinical Trial Solution Market Size by Country (2027-2032)
- 10.4.4 Asia AI-based Clinical Trial Solution Market Share by Country (2021-2032)
- 10.4.5 Japan
- 10.4.6 South Korea
- 10.4.7 Taiwan
- 10.4.8 Southeast Asia
- 10.4.9 India
- 10.4.10 Australia
11 South America, Middle East & Africa
- 11.1 South America, Middle East & Africa AI-based Clinical Trial Solution Market Size (2021-2032)
- 11.2 South America, Middle East & Africa AI-based Clinical Trial Solution Market Size by Type
- 11.2.1 South America, Middle East & Africa AI-based Clinical Trial Solution Market Size by Type (2021-2026)
- 11.2.2 South America, Middle East & Africa AI-based Clinical Trial Solution Market Size by Type (2027-2032)
- 11.2.3 South America, Middle East & Africa AI-based Clinical Trial Solution Market Share by Type (2021-2032)
- 11.3 South America, Middle East & Africa AI-based Clinical Trial Solution Market Size by Application
- 11.3.1 South America, Middle East & Africa AI-based Clinical Trial Solution Market Size by Application (2021-2026)
- 11.3.2 South America, Middle East & Africa AI-based Clinical Trial Solution Market Size by Application (2027-2032)
- 11.3.3 South America, Middle East & Africa AI-based Clinical Trial Solution Market Share by Application (2021-2032)
- 11.4 South America, Middle East & Africa AI-based Clinical Trial Solution Market Size by Country
- 11.4.1 South America, Middle East & Africa AI-based Clinical Trial Solution Market Size by Country (2021 VS 2025 VS 2032)
- 11.4.2 South America, Middle East & Africa AI-based Clinical Trial Solution Market Size by Country (2021-2026)
- 11.4.3 South America, Middle East & Africa AI-based Clinical Trial Solution Market Size by Country (2027-2032)
- 11.4.4 South America, Middle East & Africa AI-based Clinical Trial Solution Market Share by Country (2021-2032)
- 11.4.5 Brazil
- 11.4.6 South Africa
- 11.4.7 Saudi Arabia
- 11.4.8 Turkey
- 11.4.9 Argentina
- 11.4.9 UAE
- 11.4.9 Egypt
- 11.4.9 Chile
12 Concluding Insights
13 Appendix
- 13.1 Reasons for Doing This Study
- 13.2 Research Methodology
- 13.3 Research Process
- 13.4 Authors List of This Report
- 13.5 Data Source
- 13.5.1 Secondary Sources
- 13.5.2 Primary Sources
- 13.6 Disclaimer
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