Adaptive AI Market Size, Share & Trends Analysis Report By Component (Platform, Services), By Application (Real-Time Adaptive AI, Context-Aware Adaptation), By Technology, By End-use, By Region, And Segment Forecasts, 2023 - 2030

PUBLISHED: November 7, 2023

PAGES: 100 Pages

DELIVERY TIME: 2-10 business days

ADD TO COMPARE

SELECT AN OPTION

The global adaptive AI market size is expected to reach USD 12,571.4 million by 2030, registering a CAGR of 42.6% from 2023 to 2030, according to a new report by Grand View Research, Inc. The market expansion is being driven by several key factors, including the need for AI systems to autonomously adapt and improve their performance over time, increasing data complexity and the need for real-time decision-making, the demand for AI solutions that can dynamically adjust to changing environments and user preferences, and the growing recognition of the potential for adaptive AI to enhance personalization, efficiency, and productivity across various industries.

The rapid advancements in machine learning techniques, greater access to data, and the pursuit of competitive advantages through adaptive AI technologies are fostering innovation and market growth, as organizations seek solutions that can continuously optimize themselves to deliver better results and meet evolving business needs. The market is poised for significant growth in the coming years, driven by the increasing demand for personalized and adaptive solutions, the growing adoption of cloud computing and big data analytics, and government initiatives and investments in AI research and development.

Real-time adaptive AI enables immediate adjustments and decision-making, crucial in scenarios such as autonomous vehicles, healthcare monitoring, and cybersecurity, where swift responses to changing conditions are essential. On the other hand, Offline Learning and Adaptation focuses on post-processing and long-term optimization, often seen in recommendation systems, content personalization, and predictive maintenance, where the AI system learns and fine-tunes itself over time based on historical data and user behavior, providing continuous improvements and tailored experiences. These dual approaches cater to a wide spectrum of applications, addressing the need for both real-time responsiveness and ongoing enhancement in diverse industries.

The impact of deep learning and reinforcement learning has contributed to the growth and enhanced capabilities of adaptive AI, making it more intelligent, flexible, and capable of learning and adapting to a wider range of tasks and applications across industries, including healthcare, finance, robotics, and more. These advancements have driven innovation, improved user experiences, and opened up new possibilities for the adoption of adaptive AI in various industrial sectors. Subsequently fostering the growth of the market.

Adaptive AI Market Report Highlights:

Based on component, the service segment accounted for a significant revenue share in 2022. Significant advancement of data modernization in adaptive AI is augmenting the market growth. With its real-time data analysis capabilities, it can improve the way the current systems in your area operate when used effectively
Based on application, the offline learning and adaptation segment accounted for the highest CAGR of over 28% in the forecast period. An adaptive AI system's ability to learn and adapt offline is crucial as it allows the system to keep becoming better even in the absence of human interactions or real-time data sources
Based on technology, the deep learning segment dominated the market with a revenue share of over 33% in 2022. Deep learning algorithms can perform several repetitive and routine tasks more efficiently than human beings
Based on end-use, the BFSI segment dominated the market with a revenue share of over 20.8% in 2022. Prominent use of adaptive AI in financial industries are propelling the market growth over the forecast period. Fraudulent activity is a persistent threat to financial institutions

Product Code: GVR-4-68040-152-6

Chapter 1. Methodology and Scope

1.1. Market Segmentation and Scope
1.2. Research Methodology
- 1.2.1. Information Procurement
1.3. Information or Data Analysis
1.4. Methodology
1.5. Research Scope and Assumptions
1.6. Market Formulation & Validation
1.7. Country Based Segment Share Calculation
1.8. List of Data Sources

Chapter 2. Executive Summary

2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights

Chapter 3. Adaptive AI Market Variables, Trends, & Scope

3.1. Market Lineage Outlook
3.2. Market Dynamics
- 3.2.1. Market Driver Analysis
- 3.2.2. Market Restraint Analysis
- 3.2.3. Industry Challenge
3.3. Adaptive AI Market Analysis Tools
- 3.3.1. Industry Analysis - Porter's
  - 3.3.1.1. Bargaining power of the suppliers
  - 3.3.1.2. Bargaining power of the buyers
  - 3.3.1.3. Threats of substitution
  - 3.3.1.4. Threats from new entrants
  - 3.3.1.5. Competitive rivalry
- 3.3.2. PESTEL Analysis
  - 3.3.2.1. Political landscape
  - 3.3.2.2. Economic and Social landscape
  - 3.3.2.3. Technological landscape
3.4. Pain Point Analysis

Chapter 4. Adaptive AI Market: Component Estimates & Trend Analysis

4.1. Segment Dashboard
4.2. Adaptive AI Market: Component Movement Analysis, USD Million, 2022 & 2030
4.3. Platform
- 4.3.1. Platform Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
4.4. Services
- 4.4.1. Services Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Adaptive AI Market: Application Estimates & Trend Analysis

5.1. Segment Dashboard
5.2. Adaptive AI Market: Application Movement Analysis, USD Million, 2022 & 2030
5.3. Real-time Adaptive AI
- 5.3.1. Real-time Adaptive AI Adaptive AI Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.4. Offline Learning and Adaptation
- 5.4.1. Offline learning and adaptation Adaptive AI Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.5. Context-aware Adaptation
- 5.5.1. Context-aware Adaptation Adaptive AI Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.6. Autonomous Decision-Making
- 5.6.1. Autonomous Decision-Making Adaptive AI Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.7. Others
- 5.7.1. Others Adaptive AI Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Adaptive AI Market: Technology Estimates & Trend Analysis

6.1. Segment Dashboard
6.2. Adaptive AI Market: Technology Movement Analysis, USD Million, 2022 & 2030
6.3. Machine Learning
- 6.3.1. Machine Learning Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4. Deep Learning
- 6.4.1. Deep Learning Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.5. Reinforcement Learning
- 6.5.1. Reinforcement Learning Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6. Natural Language Processing (NLP)
- 6.6.1. Natural Language Processing (NLP) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.7. Computer Vision
- 6.7.1. Computer Vision Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Adaptive AI Market: End-use Estimates & Trend Analysis

7.1. Segment Dashboard
7.2. Adaptive AI Market: End-use Movement Analysis, USD Million, 2022 & 2030
7.3. BFSI
- 7.3.1. BFSI Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4. Healthcare & Life Sciences
- 7.4.1. Healthcare & Life Sciences Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.5. IT & Telecommunications
- 7.5.1. IT & Telecommunications Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6. Aerospace & Defense
- 7.6.1. Aerospace & Defense Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.7. Manufacturing
- 7.7.1. Manufacturing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.8. Retail & E-commerce
- 7.8.1. Retail & E-commerce Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.9. Media & Entertainment
- 7.9.1. Media & Entertainment Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.10. Others
- 7.10.1. Others Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Adaptive AI Market: Regional Estimates & Trend Analysis

8.1. Adaptive AI Market Share, By Region, 2022 & 2030, USD Million
8.2. North America
- 8.2.1. North America Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.2.2. U.S.
  - 8.2.2.1. U.S. Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.2.3. Canada
  - 8.2.3.1. Canada Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
8.3. Europe
- 8.3.1. Europe Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.3.2. UK
  - 8.3.2.1. UK Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.3.3. Germany
  - 8.3.3.1. Germany Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.3.4. France
  - 8.3.4.1. France Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
8.4. Asia Pacific
- 8.4.1. Asia Pacific Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.4.2. China
  - 8.4.2.1. China Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.4.3. Japan
  - 8.4.3.1. Japan Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.4.4. India
  - 8.4.4.1. India Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.4.5. South Korea
  - 8.4.5.1. South Korea Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.4.6. Australia
  - 8.4.6.1. Australia Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
8.5. Latin America
- 8.5.1. Latin America Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.5.2. Brazil
  - 8.5.2.1. Brazil Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.5.3. Mexico
  - 8.5.3.1. Mexico Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
8.6. Middle East and Africa
- 8.6.1. Middle East and Africa Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.6.2. South Africa
  - 8.6.2.1. South Africa Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.6.3. Saudi Arabia
  - 8.6.3.1. Saudi Arabia Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)
- 8.6.4. UAE
  - 8.6.4.1. UAE Adaptive AI Market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 9. Competitive Landscape

9.1. Company Categorization
9.2. Company Market Positioning
9.3. Participant's Overview
9.4. Financial Performance
9.5. Product Benchmarking
9.6. Company Heat Map Analysis
9.7. Strategy Mapping
9.8. Company Profiles/Listing
- 9.8.1. Risingmax
- 9.8.2. Suffescom Solutions
- 9.8.3. Markovate
- 9.8.4. Dynam.Ai
- 9.8.5. Leewayhertz
- 9.8.6. Cygnus Software
- 9.8.7. Ness Digital Engineering
- 9.8.8. Softura, Apexon

Product Code: GVR-4-68040-152-6

List of Tables

Table 1 Global Adaptive AI market by Component, 2018 - 2030 (USD Million)
Table 2 Global Adaptive AI market by Technology, 2018 - 2030 (USD Million)
Table 3 Global Adaptive AI market by Application, 2018 - 2030 (USD Million)
Table 4 Global Adaptive AI market by region, 2018 - 2030 (USD Million)
Table 5 North America Adaptive AI market by country, 2018 - 2030 (USD Million)
Table 6 Europe Adaptive AI market by country, 2018 - 2030 (USD Million)
Table 7 Asia Pacific Adaptive AI market by country, 2018 - 2030 (USD Million)
Table 8 Latin America Adaptive AI market by country, 2018 - 2030 (USD Million)
Table 9 MEA Adaptive AI market by country, 2018 - 2030 (USD Million)
Table 10 Key companies launching new products/services.
Table 11 Key companies engaged in mergers & acquisition.
Table 12 Key companies engaged in Research & development.
Table 13 Key Companies engaged in expansion.

List of Figures

Fig. 1 Information procurement
Fig. 2 Primary research pattern
Fig. 3 Market research approaches
Fig. 4 Value chain-based sizing & forecasting
Fig. 5 QFD modeling for market share assessment.
Fig. 6 Parent market analysis
Fig. 7 Patient-population model
Fig. 8 Market formulation & validation
Fig. 9 Adaptive AI market snapshot
Fig. 10 Adaptive AI market segment snapshot
Fig. 11 Adaptive AI market competitive landscape snapshot
Fig. 12 Market research process
Fig. 13 Market driver relevance analysis (Current & future impact)
Fig. 14 Market restraint relevance analysis (Current & future impact)
Fig. 15 Adaptive AI Market, Component outlook key takeaways (USD Million)
Fig. 16 Adaptive AI Market: Component movement analysis 2022 & 2030 (USD Million)
Fig. 17 Platform market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 18 Services market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 19 Adaptive AI Market: Application outlook key takeaways (USD Million)
Fig. 20 Adaptive AI Market: Application movement analysis 2022 & 2030 (USD Million)
Fig. 21 Real-time Adaptive AI Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 22 Offline Learning and Adaptation Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 23 Context-aware Adaptation Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 24 Autonomous Decision-Making Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 25 Others Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 26 Adaptive AI Market: Technology outlook key takeaways (USD Million)
Fig. 27 Adaptive AI Market: Technology movement analysis 2022 & 2030 (USD Million)
Fig. 28 Machine Learning Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 29 Deep Learning Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 30 Reinforcement Learning Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 31 Natural Language Processing (NLP) Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 32 Computer Vision Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 33 Adaptive AI Market: End-use outlook key takeaways (USD Million)
Fig. 34 Adaptive AI Market: End-use movement analysis 2022 & 2030 (USD Million)
Fig. 35 BFSI Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 36 Healthcare & Life Sciences Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 37 IT & Telecommunications Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 38 Aerospace & Defense Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 39 Manufacturing Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 40 Retail & E-commerce Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 41 Media & Entertainment Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 42 Others Adaptive AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 43 Regional marketplace: Key takeaways
Fig. 44 Adaptive AI Market: Regional Outlook, 2022 & 2030, USD Million
Fig. 45 North America Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 46 U.S. Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 47 Canada Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 48 Europe Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 49 UK Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 50 Germany Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 51 France Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 52 Asia Pacific Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 53 Japan Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 54 China Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 55 India Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 56 South Korea Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 57 Australia Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 58 Latin America Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 59 Brazil Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 60 Mexico Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 61 MEA Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 62 South Africa Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 63 Saudi Arabia Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 64 UAE Adaptive AI market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 65 Strategy framework
Fig. 66 Company Categorization