Adaptive AI market is anticipated to grow at a CAGR of 11.8% during the forecast period (2024-2031). The market growth is attributed to the increasing adoption of adaptive AI to automate and optimize repetitive processes and resource allocation drives the growth of the market. By empowering companies to make more accurate and efficient decisions, adaptive AI has the potential to completely transform the way that decisions are made. Companies may reach their maximum potential and successfully navigate new opportunities by implementing adaptive AI and realizing its vast potential.
Market Dynamics
Integration of AI with Edge Computing Devices Allows For Real-Time Decision-Making
The increasing integration of AI in edge computing devices allows real-time processing and decision-making, which minimize latency and cut expenses related to power consumption and cloud processing, which are the primary benefits of Adaptive AI. Less raw data is transferred to a public, private, or hybrid cloud for processing when inference is performed locally on the data. For instance, in February 2024, ITOCHU Techno-Solutions Corp. launched a collaboration with Liquid AI, Inc. to improve processing performance on edge devices by leveraging liquid AI's machine learning methods such as liquid neural network (LNN), which enables highly adaptive machine learning with minimal processing power.
Combining Robotic Process Automation (RPA) With Adaptive AI
Automated Edge Together, generative AI and robotic process automation can produce more potent and all-encompassing automation solutions. Such as enhanced chatbots, natural language understanding, AI-driven decision-making, image and document processing, data generation and preprocessing, and intelligent process automation, among others. Large language models built for generative AI, such as ChatGPT, Gemini, and Bing AI, process and produce text that resembles that of a person depending on the input received. They receive training on a wide variety of online literature to help them comprehend and react to a range of queries and topics.
Market Segmentation
Our in-depth analysis of the global adaptive AI market includes the following segments by component, technology, application and end-users:
Platform is Projected to Emerge as the Largest Segment
Based on the component, the global adaptive AI market is sub-segmented into platforms and services. Among these, platform sub-segment is expected to hold the largest share of the market. The primary factor supporting the segment's growth includes the growing adoption of adaptive AI in manufacturing, retail, finance, and healthcare to accelerate the testing and deployment of advanced AI technologies. Furthermore, AI and ML technologies represent a key element in efforts to transform and streamline operations across a wide range of industries and business areas. For instance, in April 2023, Fujitsu introduced AI platform “Fujitsu Kozuchi,” streamlining access to AI and ML solutions. The new platform enables customers from a wide range of industries including manufacturing, retail, finance, and healthcare to accelerate the testing and deployment of advanced AI technologies for the unique business challenges they face with a portfolio of tools and software components based on Fujitsu’s advanced AI technologies.
Context-Aware Adaptation Sub-segment to Hold a Considerable Market Share
Based on application, the global adaptive AI market is sub-segmented into real-time adaptive AI, offline learning and adaptation, context-aware adaptation and autonomous decision-making. Among these, the context-aware adaptation sub-segment is expected to hold a considerable share of the market. The segmental growth is attributed to the growing adoption of Contextual AI systems to provide more relevant and personalized responses. For instance, in February 2024, Couchbase, Inc. the cloud database platform company introduced vector search as a new feature in Couchbase Capella™ Database-as-a-Service (DBaaS) and Couchbase Server to help businesses bring to market a new class of AI-powered adaptive applications that engage users in a hyper-personalized and contextualized way.
Regional Outlook
The global adaptive AI market is further segmented based on geography including North America (the US, and Canada), Europe (UK, Italy, Spain, Germany, France, and the Rest of Europe), Asia-Pacific (India, China, Japan, South Korea, and Rest of Asia), and the Rest of the World (the Middle East & Africa, and Latin America).
Increasing Adoption of Adaptive AI in Europe
Global Adaptive AI Market Growth by Region 2024-2031
North America Holds Major Market Share
Among all the regions, North America holds a significant share owing to numerous prominent technology companies and research institutions specializing in image processing and related technologies in the region. In North America, adaptive AI is being employed extensively in the medical field. Adaptive AI in hospitals and other medical facilities enables personalized treatment regimens, predictive analytics, and real-time patient monitoring. Medical experts can always adjust their diagnostic and treatment strategies based on information about individual patients and new findings in the field by using adaptive AI technology. For instance, in January 2024, Caspar.AI introduced contactless vitals & real-time bed monitoring solutions with Arcadia, Shellpoint, and Melur Meadows. Caspar.AI's patient-centric models enable remote healthcare providers to extend their services effectively into both facilities and home environments.
Market Players Outlook
*Note: Major Players Sorted in No Particular Order.
The major companies serving the global adaptive AI market include Amazon Web Services, Inc., Google LLC, IBM Corp., Microsoft Corp., Oracle Corp., among others. The market players are increasingly focusing on business expansion and product development by applying strategies such as collaborations, mergers, and acquisitions to stay competitive in the market. For instance, in March 2024, Usher's New Look (UNL) and IBM Corp. collaborated to provide free career readiness training through IBM SkillsBuild. With a focus on artificial intelligence (AI) and professional workplace skills, IBM provides UNL with training and customized learning plans for student learners.
Recent Development
The Report Covers
1. Report Summary
• Current Industry Analysis and Growth Potential Outlook
1.1. Research Methods and Tools
1.2. Market Breakdown
1.2.1. By Segments
1.2.2. By Region
2. Market Overview and Insights
2.1. Scope of the Report
2.2. Analyst Insight & Current Market Trends
2.2.1. Key Findings
2.2.2. Recommendations
2.2.3. Conclusion
3. Competitive Landscape
3.1. Key Company Analysis
3.2. Dun & Bradstreet Corp.
3.3. Google LLC
3.3.1. Overview
3.3.2. Financial Analysis
3.3.3. SWOT Analysis
3.3.4. Recent Developments
3.4. IBM Corp.
3.4.1. Overview
3.4.2. Financial Analysis
3.4.3. SWOT Analysis
3.4.4. Recent Developments
3.5. Microsoft Corp.
3.5.1. Overview
3.5.2. Financial Analysis
3.5.3. SWOT Analysis
3.5.4. Recent Developments
3.6. Key Strategy Analysis
4. Market Segmentation
4.1. Global Adaptive AI Market by Component
4.1.1. Platform
4.1.2. Services
4.2. Global Adaptive AI Market by Technology
4.2.1. Machine Learning
4.2.2. Deep Learning
4.2.3. Reinforcement Learning
4.2.4. Natural Language Processing (NLP)
4.2.5. Computer Vision
4.3. Global Adaptive AI Market by Application
4.3.1. Real-time Adaptive AI
4.3.2. Offline Learning and Adaptation
4.3.3. Context-aware Adaptation
4.3.4. Autonomous Decision-Making
4.4. Global Adaptive AI Market by End-Users
4.4.1. BFSI
4.4.2. Healthcare & Life Sciences
4.4.3. IT & Telecommunications
4.4.4. Aerospace & Defense
4.4.5. Manufacturing
4.4.6. Retail & E-commerce
4.4.7. Others (Media & Entertainment)
5. Regional Analysis
5.1. North America
5.1.1. United States
5.1.2. Canada
5.2. Europe
5.2.1. UK
5.2.2. Germany
5.2.3. Italy
5.2.4. Spain
5.2.5. France
5.2.6. Rest of Europe
5.3. Asia-Pacific
5.3.1. China
5.3.2. India
5.3.3. Japan
5.3.4. South Korea
5.3.5. Rest of Asia-Pacific
5.4. Rest of the World
6. Company Profiles
6.1. Accenture plc
6.2. Altair Engineering Inc.
6.3. Amazon Web Services, Inc.
6.4. Apple Inc.
6.5. Baidu, Inc.
6.6. Cloudester Software LLP
6.7. Cognizant
6.8. DuploCloud, Inc.
6.9. Intel Corp.
6.10. LeewayHertz
6.11. Matellio Inc.
6.12. NVIDIA Corp.
6.13. OpenAI OpCo, LLC
6.14. Oracle Corp.
6.15. Parangat Technologies Pvt. Ltd.
6.16. SAP SE
6.17. Turing Enterprises, Inc.
6.18. XenonStack Pvt. Ltd.
1. GLOBAL ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2023-2031 ($ MILLION)
2. GLOBAL ADAPTIVE AI PLATFORM MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
3. GLOBAL ADAPTIVE AI SERVICE MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
4. GLOBAL ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY TECHNOLOGY, 2023-2031 ($ MILLION)
5. GLOBAL ADAPTIVE AI MACHINE LEARNING MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
6. GLOBAL ADAPTIVE AI DEEP LEARNING MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
7. GLOBAL ADAPTIVE AI REINFORCEMENT LEARNING MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
8. GLOBAL ADAPTIVE AI NATURAL LANGUAGE PROCESSING (NLP) MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
9. GLOBAL ADAPTIVE AI COMPUTER VISION MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
10. GLOBAL ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2023-2031 ($ MILLION)
11. GLOBAL ADAPTIVE AI FOR REAL-TIME MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
12. GLOBAL ADAPTIVE AI FOR OFFLINE LEARNING AND ADAPTATION MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
13. GLOBAL ADAPTIVE AI FOR CONTEXT-AWARE ADAPTATION MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
14. GLOBAL ADAPTIVE AI FOR AUTONOMOUS DECISION-MAKING MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
15. GLOBAL ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY END-USERS, 2023-2031 ($ MILLION)
16. GLOBAL ADAPTIVE AI FOR BFSI MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
17. GLOBAL ADAPTIVE AI FOR HEALTHCARE & LIFE SCIENCES MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
18. GLOBAL ADAPTIVE AI FOR IT & TELECOM MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
19. GLOBAL ADAPTIVE AI FOR AEROSPACE & DEFENSE MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
20. GLOBAL ADAPTIVE AI FOR MANUFACTURING MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
21. GLOBAL ADAPTIVE AI FOR RETAIL & E-COMMERCE MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
22. GLOBAL ADAPTIVE AI FOR OTHERS END-USERS MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
23. GLOBAL ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
24. NORTH AMERICAN ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2023-2031 ($ MILLION)
25. NORTH AMERICAN ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2023-2031 ($ MILLION)
26. NORTH AMERICAN ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY TECHNOLOGY, 2023-2031 ($ MILLION)
27. NORTH AMERICAN ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2023-2031 ($ MILLION)
28. NORTH AMERICAN ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY END-USERS, 2023-2031 ($ MILLION)
29. EUROPEAN ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2023-2031 ($ MILLION)
30. EUROPEAN ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2023-2031 ($ MILLION)
31. EUROPEAN ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY TECHNOLOGY, 2023-2031 ($ MILLION)
32. EUROPEAN ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2023-2031 ($ MILLION)
33. EUROPEAN ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY END-USERS, 2023-2031 ($ MILLION)
34. ASIA-PACIFIC ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2023-2031 ($ MILLION)
35. ASIA-PACIFIC ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2023-2031 ($ MILLION)
36. ASIA-PACIFIC ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY TECHNOLOGY, 2023-2031 ($ MILLION)
37. ASIA-PACIFIC ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2023-2031 ($ MILLION)
38. ASIA-PACIFIC ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY END-USERS, 2023-2031 ($ MILLION)
39. REST OF THE WORLD ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY REGION, 2023-2031 ($ MILLION)
40. REST OF THE WORLD ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY COMPONENT, 2023-2031 ($ MILLION)
41. REST OF THE WORLD ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY TECHNOLOGY, 2023-2031 ($ MILLION)
42. REST OF THE WORLD ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY APPLICATION, 2023-2031 ($ MILLION)
43. REST OF THE WORLD ADAPTIVE AI MARKET RESEARCH AND ANALYSIS BY END-USERS, 2023-2031 ($ MILLION)
1. GLOBAL ADAPTIVE AI MARKET SHARE BY COMPONENT, 2023 VS 2031 (%)
2. GLOBAL ADAPTIVE AI PLATFORM MARKET SHARE BY REGION, 2023 VS 2031 (%)
3. GLOBAL ADAPTIVE AI SERVICE MARKET SHARE BY REGION, 2023 VS 2031 (%)
4. GLOBAL ADAPTIVE AI MARKET SHARE BY TECHNOLOGY, 2023 VS 2031 (%)
5. GLOBAL ADAPTIVE AI MACHINE LEARNING MARKET SHARE BY REGION, 2023 VS 2031 (%)
6. GLOBAL ADAPTIVE AI DEEP LEARNING MARKET SHARE BY REGION, 2023 VS 2031 (%)
7. GLOBAL ADAPTIVE AI REINFORCEMENT LEARNING MARKET SHARE BY REGION, 2023 VS 2031 (%)
8. GLOBAL ADAPTIVE AI NATURAL LANGUAGE PROCESSING (NLP) MARKET SHARE BY REGION, 2023 VS 2031 (%)
9. GLOBAL ADAPTIVE AI COMPUTER VISION MARKET SHARE BY REGION, 2023 VS 2031 (%)
10. GLOBAL ADAPTIVE AI MARKET SHARE BY APPLICATION, 2023 VS 2031 (%)
11. GLOBAL ADAPTIVE AI FOR REAL-TIME MARKET SHARE BY REGION, 2023 VS 2031 (%)
12. GLOBAL ADAPTIVE AI FOR OFFLINE LEARNING AND ADAPTATION MARKET SHARE BY REGION, 2023 VS 2031 (%)
13. GLOBAL ADAPTIVE AI FOR CONTEXT-AWARE ADAPTATION MARKET SHARE BY REGION, 2023 VS 2031 (%)
14. GLOBAL ADAPTIVE AI FOR AUTONOMOUS DECISION-MAKING MARKET SHARE BY REGION, 2023 VS 2031 (%)
15. GLOBAL ADAPTIVE AI MARKET SHARE BY END-USERS, 2023 VS 2031 (%)
16. GLOBAL ADAPTIVE AI FOR BFSI MARKET SHARE BY REGION, 2023 VS 2031 (%)
17. GLOBAL ADAPTIVE AI FOR HEALTHCARE & LIFE SCIENCES MARKET SHARE BY REGION, 2023 VS 2031 (%)
18. GLOBAL ADAPTIVE AI FOR IT & TELECOMMUNICATIONS MARKET SHARE BY REGION, 2023 VS 2031 (%)
19. GLOBAL ADAPTIVE AI FOR AEROSPACE & DEFENSE MARKET SHARE BY REGION, 2023 VS 2031 (%)
20. GLOBAL ADAPTIVE AI FOR MANUFACTURING MARKET SHARE BY REGION, 2023 VS 2031 (%)
21. GLOBAL ADAPTIVE AI FOR RETAIL & E-COMMERCE MARKET SHARE BY REGION, 2023 VS 2031 (%)
22. GLOBAL ADAPTIVE AI FOR OTHER END-USERS MARKET SHARE BY REGION, 2023 VS 2031 (%)
23. GLOBAL ADAPTIVE AI MARKET SHARE BY REGION, 2023 VS 2031 (%)
24. US ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
25. CANADA ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
26. UK ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
27. FRANCE ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
28. GERMANY ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
29. ITALY ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
30. SPAIN ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
31. REST OF EUROPE ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
32. INDIA ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
33. CHINA ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
34. JAPAN ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
35. SOUTH KOREA ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
36. REST OF ASIA-PACIFIC ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
37. LATIN AMERICA ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)
38. MIDDLE EAST AND AFRICA ADAPTIVE AI MARKET SIZE, 2023-2031 ($ MILLION)