Global Explainable AI Market is segmented By Offering (Solution, Services) By Deployment (Cloud, On-premises) By Organization Size (Small and Medium-sized Enterprises, Large Enterprises) By Technology (Machine Learning (ML), Natural Language Processing (NLP), Computer Vision, Big Data Analytics, Others) By Application (Fraud and Anomaly Detection, Drug Discovery and Diagnostics, Predictive Maintenance, Supply Chain Management, Identity and Access Management, Others) By End-User (Healthcare, BFSI, Aerospace and Defense, Retail and E-commerce, Public Sector and Utilities, IT and Telecommunication, Automotive, Others) and By Region (North America, Europe, South America, Asia Pacific, Middle East, and Africa)

Explainable Ai Market - Market Growth Rate, Industry Insights and Forecast 2024-2031

Explainable AI Market Size, Share, Industry, Forecast and Outlook (2024-2031)

<h2>Explainable AI Market Size</h2><blockquote>Global Explainable AI Market reached US$ 5.2 Billion in 2023 and is expected to reach US$ 22.1 Billion by 2031, growing with a CAGR of 20.2% during the forecast period 2024-2031.</blockquote>Nowadays about 28% of the citizens are willing to trust<a target="_blank" rel="noopener noreferrer" href="https://www.datamintelligence.com/research-report/artificial-intelligence-market"> AI</a> systems in general. The growing lack of trust in AI is prompting demands for heightened regulation in both the European Union (EU) and United States. The calls seem to be effective, as regulatory authorities are now progressing towards legislation mandating that AI models adhere to specific levels of explainability, encompassing the capacity to interpret and elucidate AI outcomes.The growing product launches by the major key players for project intelligence help boost market growth over the forecast period. For instance, on December 30, 2022, Digite, Inc. launched the world's first Explainable AI product for Enterprise Project Intelligence. RISHI represents Digité's advanced Enterprise Project Intelligence product, integrating eXplainable AI and Machine Learning systems. Tailored for CXOs, Delivery Heads, PMOs and decision-makers, RISHI combines a knowledge system derived from Digité's extensive IT domain experience with state-of-the-art ML capabilities.North America is a dominating region in the market due to the growing adoption of explainable AI in the finance sector. Growing Government's initiatives for explainable AI help to boost regional market growth over the forecast period. Approaches that improve understanding of the opaque nature of deep learning also referred to as explainable artificial intelligence are becoming more in demand.&nbsp;U.S. Defence Advanced Research Projects Agency and the Association for Computing Machinery's Fairness, Accountability and Transparency conferences are two notable examples of explainable AI activities. Within the field of<a target="_blank" rel="noopener noreferrer" href="https://www.datamintelligence.com/research-report/medical-imaging-market"> medical imaging</a> Computer-Assisted Intervention hosts and the International Conference on Medical Image Computing an annual session devoted to the Interpretability of Machine Intelligence in Medical Image Computing.<h2>Market Scope</h2><figure class="table"><table style="border-collapse:collapse;" cellspacing="0"><tbody><tr><td style="background-color:#4472c4;border-bottom-color:#4472c4;border-left-color:#4472c4;border-right-color:#8eaadb;border-top-color:#4472c4;vertical-align:top;width:312px;">Metrics</td><td style="background-color:#4472c4;border-bottom-color:#4472c4;border-left-color:#8eaadb;border-right-color:#4472c4;border-top-color:#4472c4;vertical-align:top;width:312px;">Details</td></tr><tr><td style="background-color:#d9e2f3;border-bottom-color:#8eaadb;border-left-color:#8eaadb;border-right-color:#8eaadb;border-top-color:#4472c4;vertical-align:middle;width:312px;">CAGR</td><td style="background-color:#d9e2f3;border-bottom-color:#8eaadb;border-left-color:#8eaadb;border-right-color:#8eaadb;border-top-color:#4472c4;vertical-align:middle;width:312px;">20.2%</td></tr><tr><td style="background-color:#d6e6f4;border-color:#8eaadb;vertical-align:middle;width:312px;">Size Available for Years</td><td style="background-color:#d6e6f4;border-color:#8eaadb;vertical-align:middle;width:312px;">2022-2031</td></tr><tr><td style="background-color:#d9e2f3;border-color:#8eaadb;vertical-align:middle;width:312px;">Forecast Period</td><td style="background-color:#d9e2f3;border-color:#8eaadb;vertical-align:middle;width:312px;">2024-2031</td></tr><tr><td style="background-color:#d6e6f4;border-color:#8eaadb;vertical-align:middle;width:312px;">Data Availability</td><td style="background-color:#d6e6f4;border-color:#8eaadb;vertical-align:middle;width:312px;">Value (US$)&nbsp;</td></tr><tr><td style="background-color:#d9e2f3;border-color:#8eaadb;vertical-align:middle;width:312px;">Segments Covered</td><td style="background-color:#d9e2f3;border-color:#8eaadb;vertical-align:middle;width:312px;">Offering, Deployment, Organization Size, Technology, Application, End-User and Region</td></tr><tr><td style="background-color:#d6e6f4;border-color:#8eaadb;vertical-align:middle;width:312px;">Regions Covered</td><td style="background-color:#d6e6f4;border-color:#8eaadb;vertical-align:middle;width:312px;">North America, Europe, Asia-Pacific, South America and Middle East &amp; Africa</td></tr><tr><td style="background-color:#d9e2f3;border-color:#8eaadb;vertical-align:middle;width:312px;">Fastest Growing Region</td><td style="background-color:#d9e2f3;border-color:#8eaadb;vertical-align:middle;width:312px;">Asia-Pacific</td></tr><tr><td style="background-color:#d6e6f4;border-color:#8eaadb;vertical-align:middle;width:312px;">Largest Region</td><td style="background-color:#d6e6f4;border-color:#8eaadb;vertical-align:middle;width:312px;">North America</td></tr><tr><td style="background-color:#d9e2f3;border-color:#8eaadb;vertical-align:middle;width:312px;">Report Insights Covered</td><td style="background-color:#d9e2f3;border-color:#8eaadb;vertical-align:middle;width:312px;">Competitive Landscape Analysis, Company Profile Analysis, Market Size, Share, Growth, Demand, Recent Developments, Mergers and Acquisitions, New Product Launches, Growth Strategies, Revenue Analysis, Porter’s Analysis, Pricing Analysis, Regulatory Analysis, Supply-Chain Analysis and Other key Insights.</td></tr></tbody></table></figure>&nbsp;For more details on this report - <a target="_blank" rel="noopener noreferrer" href="https://www.datamintelligence.com/download-sample/explainable-ai-market">Request for Sample</a>&nbsp;<h2>Market Dynamics</h2>Growing Adoption Of Explainable AI (XAI) For Risk ManagementAn important part of many businesses, including banking, healthcare and cybersecurity, is risk management. As explainable AI approaches are increasingly being used in risk assessment and decision-making processes organizations are gaining more understanding of how AI models arrive at their findings. Regulators, customers and internal decision-makers are among the stakeholders whose trust is strengthened by this increased authenticity.Explicable AI systems are required by regulatory organizations in many businesses, particularly in complex fields like banking and healthcare. Explainable AI offers comprehensible justifications for AI-driven actions, which can help organizations comply with regulatory standards. The use of explainable AI risk management systems is further encouraged by this adherence to laws. Organizations identify and reduce biases and errors in AI models used for risk assessment by using explainable AI techniques. Explainable AI assists in recognizing underlying biases and inaccuracies by offering explanations for model predictions. The enables organizations to take corrective measures and enhance the precision and equity of risk management procedures.Rapidly Growing Industry 4.0The rapidly advancing Fourth Industrial Revolution (Industry 4.0) is significantly driving growth in the global Explainable AI (XAI) market. As industries embrace digital transformation, integrating technologies like artificial intelligence, IoT, and big data analytics into operations, there is an escalating need for AI solutions that are both transparent and interpretable.&nbsp;Explainable AI plays a crucial role in Industry 4.0 by addressing essential concerns around trust, accountability, and regulatory compliance. Industry 4.0 is revolutionizing manufacturing and production with digital technologies, allowing manufacturers to achieve unprecedented productivity levels.According to MPI Group, 32% of companies expect Industry 4.0’s influence on processes, facilities, and supply chains to generate over a 10% increase in profits. As digital transformation accelerates, especially toward 2023, firms are increasingly focused on enhancing operations through digital connectivity. Notably, 56% of businesses plan to digitally engage with suppliers to enable real-time data sharing on quality metrics.In this competitive XAI market landscape, key players are pursuing strategies like partnerships, investments, and acquisitions to bolster their offerings and secure a long-term market edge. For instance, in June 2023, Siemens announced a EUR 2 billion (USD 2.18 billion) investment strategy to support future growth, drive innovation, and enhance resilience through new manufacturing facilities, R&amp;D labs, and training centers. This focus on building a robust Industry 4.0 ecosystem is set to further fuel demand in the global XAI market as transparency and accountability remain integral to the transformation.Complexity of AI ModelsSophisticated AI models typically demand substantial resources such as proficient data scientists, computational capabilities and lengthy development and training periods. The elevated development expenses and extended timeframes may discourage smaller businesses or organizations with constrained resources from embracing AI models.&nbsp;The deployment of highly intricate AI models in real-world scenarios can encounter scalability challenges, particularly if they rely on substantial computational resources or struggle to handle extensive data volumes efficiently. The scalability constraints may impede the widespread adoption of AI models across diverse industries and applications.As AI models increase in complexity, their interpretability and explainability typically decrease. The lack of transparency can impede adoption in sectors where interpretability is vital, such as healthcare, finance and legal fields, due to regulatory mandates or ethical concerns. While complex AI models often excel in specific tasks or domains, they may encounter difficulties in achieving a balance between performance and other essential factors like interpretability, fairness and robustness. Trade-offs among these factors can restrict the practical applicability of complex AI models.<h2>Market Segment Analysis</h2>The global explainable AI market is segmented based on offering, deployment, organization size, technology, application, end-user and region.Growing Demand for Explainable AI ServicesBased on the offering, the explainable AI market is segmented into solutions and services. The explainable AI services segment accounted largest market share in the market due to its growing adoption in the finance sector. Rising regulations and compliance needs in sectors like finance, healthcare and retail are driving the requirement for AI systems capable of offering transparent and interpretable explanations for their decisions. Both businesses and consumers are seeking AI systems they can trust and comprehend and explainable AI services play a crucial role in providing transparency into the decision-making processes of AI models, thereby fostering trust and confidence in their utilization.Some of the major key players in the market follow merger and acquisition strategies to expand their explainable AI operations in the finance industry. For instance, on December 07, 2022, Deutsche Bank partnered with NVIDIA to embed AI into Financial Services. The partnership helps to accelerate the use of AI to improve financial services. Deutsche Bank and NVIDIA have partnered to develop applications aimed at enhancing risk management, increasing operational efficiency and improving customer service through the utilization of NVIDIA AI Enterprise software.<h2>Market Geographical Share</h2>North America is Dominating the Explainable AI Market&nbsp;North America has a well-established ecosystem that supports the growth of the technical industry. The includes a strong network of academic institutions, startups, research centers and established corporations collaborating on AI research and development. Growing demand for cutting-edge AI solutions in North America further helps to boost regional market growth. Collaboration between industry players, research institutions and government bodies can foster innovation and the widespread adoption of Explainable AI. North America has a history of such collaborations, driving advancements in technology.&nbsp;The growing adoption of the explainable AI in the finance sector of North America helps to boost regional market growth. Financial services firms are progressively leveraging artificial intelligence to create solutions that bolster their operations, encompassing tasks such as credit score assignments, liquidity balance predictions and optimization of investment portfolios. AI enhances the speed, accuracy and efficiency of human endeavors associated with these processes, automating labor-intensive data management tasks.<h2>Competitive Landscape</h2>The major global players in the market include <a target="_blank" rel="noopener noreferrer" href="https://www.kyndi.com/kyndi-clarity">Kyndi</a>, Alphabet, Inc., IBM Corporation, Microsoft Corporation, Amelia US LLC, BuildGroup, DataRobot, Inc., Ditto AI Ltd, DarwinAI and Factmata.<h2>IBM Corporation - Introduction</h2>IBM (International Business Machines Corporation) is a global technology and consulting company. The company known for its pioneering innovations such as development of modern computing, artificial intelligence (AI), cloud computing, quantum computing, and enterprise software solutions.IBM has focused on research and development, consistently contributing groundbreaking technologies to the market. The company positioned itself as a leader in digital transformation, cloud computing with IBM Cloud, AI with its Watson platform, and data security solutions.IBM developed advanced semiconductor technologies, such as of silicon photonics. By integrating optical data transfer capabilities with traditional silicon-based chips, IBM has been able to significantly enhance performance in data centers and computing systems. This product is used in high-speed data communications, particularly in the field of cloud computing and AI applications, where huge databases need to be transferred at incredibly high speeds. IBM’s advancements in the data-intensive fields such as AI and cloud computing, offering scalable solutions that are critical to meeting the demands of next-generation computing systems.<h2>COVID-19 Impact Analysis</h2>The COVID-19 pandemic has caused disruptions in supply chains that affect the production and distribution of technology components of explainable AI. The impacted the availability of software and hardware necessary for Explainable AI solutions. Organizations slow down or may postpone their adoption of Explainable AI technologies due to economic uncertainties and a focus on immediate operational needs.&nbsp;The shift to remote work may present challenges in implementing and maintaining Explainable AI systems, especially if they require on-site installations or extensive collaboration. The importance of the global health issue has accelerated the digital transformation of several companies. Demand for Explainable AI solutions to meet pandemic-related needs, including supply chain optimization or healthcare analytics spike. Financial limitations and the fluctuating state of the economy lead organizations&nbsp;to decide to evaluate their investments in emerging technologies, which&nbsp;could affect&nbsp;the adoption of Explainable AI.<h2>Russia-Ukraine War Impact Analysis</h2>Geopolitical tensions and conflicts disrupt global supply chains. If key players in the Explainable AI market have dependencies on resources, components or talent from the regions affected by the conflict, it may lead to supply chain disruptions. Geopolitical instability often contributes to economic uncertainty. Businesses may become more cautious in their investments and decision-making, potentially affecting the demand for Explainable AI solutions.Wars and geopolitical events can impact currency values. Changes in currency values have the potential to impact the expenses associated with importing and exporting technology, thereby influencing pricing strategies on a global scale. Geopolitical occurrences often result in alterations to regulations, trade policies and data protection laws. Entities engaged in the Explainable AI market may find it necessary to adjust to emerging regulatory landscapes. The confrontation between Russia and Ukraine has wider global ramifications, impacting markets around the globe.&nbsp;<h2>Key Developments</h2><ul><li>On July 05, 2023, Fujitsu collaborated with Informa D&amp;B to incorporate explainable AI technology for financial-commercial information industry. The partnership heralds a new era in decision-making by integrating explainable AI technology.</li><li>On September 06, 2023, Temenos launched Generative AI solution for banks using Generative Artificial Intelligence (AI) to automatically classify customers’ banking transactions. The categorization of transactions assists banks in delivering personalized insights and recommendations, creating more captivating and user-friendly digital banking experiences and fostering customer loyalty by presenting more pertinent products and offers.</li><li>On December 30, 2022, Digité, Inc. launched RISHI-XAI the world’s first EXplainable AI product for Enterprise Project Intelligence. RISHI, Digité's advanced Enterprise Project Intelligence product with eXplainable AI capabilities, is designed to meet the needs of CXOs, Delivery Heads, PMOs and other decision-makers. It integrates a knowledge system derived from Digité's extensive domain expertise in IT, a state-of-the-art Machine Learning (ML) system and eXplainable AI.</li></ul>Why Purchase the Report?<ul><li>To visualize the global explainable AI market segmentation based on offering, deployment, organization size, technology, application, end-user and region, as well as understand key commercial assets and players.</li><li>Identify commercial opportunities by analyzing trends and co-development. </li><li>Excel data sheet with numerous data points of explainable AI market-level with all segments.</li><li>PDF report consists of a comprehensive analysis after exhaustive qualitative interviews and an in-depth study.</li><li>Product mapping available as excel consisting of key products of all the major players.</li></ul>The global explainable AI market report would provide approximately 86 tables, 90 figures and 245 Pages.Target Audience 2024<ul><li>Manufacturers/ Buyers</li><li>Industry Investors/Investment Bankers</li><li>Research Professionals</li><li>Emerging Companies</li></ul>

<ol><li><h3 style="color:#1f3863;font-style:normal;">Methodology and Scope</h3><ol><li>Research Methodology</li><li>Research Objective and Scope of the Report</li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">Definition and Overview</h3></li><li><h3 style="color:#1f3863;font-style:normal;">Executive Summary</h3><ol><li>Snippet by Offering</li><li>Snippet by Deployment</li><li>Snippet by Organization Size</li><li>Snippet by Technology</li><li>Snippet by Application</li><li>Snippet by End-User</li><li>Snippet by Region</li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">Dynamics</h3><ol><li>Impacting Factors<ol><li>Drivers<ol><li>Growing Technological Advancements</li><li>Growing Consumer’s E-Waste Awareness</li></ol></li><li>Restraints<ol><li>Initial High Implementation Costs</li></ol></li><li>Opportunity</li><li>Impact Analysis</li></ol></li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">Industry Analysis&nbsp;</h3><ol><li>Porter's Five Force Analysis </li><li>Supply Chain Analysis</li><li>Pricing Analysis</li><li>Regulatory Analysis</li><li>Russia-Ukraine War Impact Analysis</li><li>DMI Opinion</li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">COVID-19 Analysis</h3><ol><li>Analysis of COVID-19<ol><li>Scenario Before COVID</li><li>Scenario During COVID</li><li>Scenario Post COVID</li></ol></li><li>Pricing Dynamics Amid COVID-19</li><li>Demand-Supply Spectrum</li><li>Government Initiatives Related to the Market During Pandemic</li><li>Manufacturers Strategic Initiatives</li><li>Conclusion</li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">By Offering</h3><ol><li>Introduction<ol><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Offering</li><li>Market Attractiveness Index, By Offering</li></ol></li><li>Solution*<ol><li>Introduction</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%)</li></ol></li><li>Services&nbsp;</li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">By Deployment</h3><ol><li>Introduction<ol><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment</li><li>Market Attractiveness Index, By Deployment</li></ol></li><li>Cloud*<ol><li>Introduction</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%)</li></ol></li><li>On-premises</li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">By Organization Size</h3><ol><li>Introduction<ol><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size</li><li>Market Attractiveness Index, By Organization Size</li></ol></li><li>Small and Medium-sized Enterprises*<ol><li>Introduction</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%)</li></ol></li><li>Large Enterprises</li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">By Technology</h3><ol><li>Introduction<ol><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology</li><li>Market Attractiveness Index, By Technology</li></ol></li><li>Machine Learning (ML)*<ol><li>Introduction</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%)</li></ol></li><li>Natural Language Processing (NLP)</li><li>Computer Vision</li><li>Big Data Analytics</li><li>Others</li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">By Application</h3><ol><li>Introduction<ol><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Application </li><li>Market Attractiveness Index, By Application</li></ol></li><li>Fraud and Anomaly Detection*<ol><li>Introduction</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%)</li></ol></li><li>Drug Discovery and Diagnostics</li><li>Predictive Maintenance</li><li>Supply Chain Management</li><li>Identity and Access Management</li><li>Others</li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">By End-User</h3><ol><li>Introduction<ol><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User</li><li>Market Attractiveness Index, By End-User</li></ol></li><li>Healthcare*<ol><li>Introduction</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%)</li></ol></li><li>BFSI</li><li>Aerospace and Defense</li><li>Retail and E-commerce</li><li>Public Sector and Utilities</li><li>IT and Telecommunication</li><li>Automotive</li><li>Others</li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">By Region</h3><ol><li>Introduction<ol><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Region</li><li>Market Attractiveness Index, By Region</li></ol></li><li>North America<ol><li>Introduction</li><li>Key Region-Specific Dynamics</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Offering</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Application </li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Country<ol><li>U.S.</li><li>Canada</li><li>Mexico</li></ol></li></ol></li><li>Europe<ol><li>Introduction</li><li>Key Region-Specific Dynamics</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Offering</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Application </li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Country<ol><li>Germany</li><li>UK</li><li>France</li><li>Italy</li><li>Spain</li><li>Rest of Europe</li></ol></li></ol></li><li>South America<ol><li>Introduction</li><li>Key Region-Specific Dynamics</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Offering</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Application </li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Country<ol><li>Brazil</li><li>Argentina</li><li>Rest of South America</li></ol></li></ol></li><li>Asia-Pacific<ol><li>Introduction</li><li>Key Region-Specific Dynamics</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Offering</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Application </li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Country<ol><li>China</li><li>India</li><li>Japan</li><li>Australia</li><li>Rest of Asia-Pacific</li></ol></li></ol></li><li>Middle East and Africa<ol><li>Introduction</li><li>Key Region-Specific Dynamics</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Offering</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Deployment</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Organization Size</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Technology</li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By Application </li><li>Market Size Analysis and Y-o-Y Growth Analysis (%), By End-User</li></ol></li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">Competitive Landscape</h3><ol><li>Competitive Scenario</li><li>Market Positioning/Share Analysis</li><li>Mergers and Acquisitions Analysis</li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">Company Profiles</h3><ol><li>Kyndi*<ol><li>Company Overview</li><li>Product Portfolio and Description</li><li>Financial Overview</li><li>Key Developments</li></ol></li><li>Alphabet, Inc. </li><li>IBM Corporation</li><li>Microsoft Corporation</li><li>Amelia US LLC</li><li>BuildGroup</li><li>DataRobot, Inc.</li><li>Ditto AI Ltd</li><li>DarwinAI</li><li>Factmata&nbsp;(LIST NOT EXHAUSTIVE)&nbsp;</li></ol></li><li><h3 style="color:#1f3863;font-style:normal;">Appendix</h3><ol><li>About Us and Services</li><li>Contact Us</li></ol></li></ol>

List of TablesTable 1 Global Explainable AI Market Value, By Offerings, 2023, 2027 &amp; 2031 (US$ Million)Table 2 Global Explainable AI Market Value, By Deployment, 2023, 2027 &amp; 2031 (US$ Million)Table 3 Global Explainable AI Market Value, By Organization Size, 2023, 2027 &amp; 2031 (US$ Million)Table 4 Global Explainable AI Market Value, By Technology, 2023, 2027 &amp; 2031 (US$ Million)Table 5 Global Explainable AI Market Value, By Application, 2023, 2027 &amp; 2031 (US$ Million)Table 6 Global Explainable AI Market Value, By End-User, 2023, 2027 &amp; 2031 (US$ Million)Table 7 Global Explainable AI Market Value, By Region, 2023, 2027 &amp; 2031 (US$ Million)Table 8 Global Explainable AI Market Value, By Offerings, 2023, 2027 &amp; 2031 (US$ Million)Table 9 Global Explainable AI Market Value, By Offerings, 2022-2031 (US$ Million)Table 10 Global Explainable AI Market Value, By Deployment, 2023, 2027 &amp; 2031 (US$ Million)Table 11 Global Explainable AI Market Value, By Deployment, 2022-2031 (US$ Million)Table 12 Global Explainable AI Market Value, By Organization Size, 2023, 2027 &amp; 2031 (US$ Million)Table 13 Global Explainable AI Market Value, By Organization Size, 2022-2031 (US$ Million)Table 14 Global Explainable AI Market Value, By Technology, 2023, 2027 &amp; 2031 (US$ Million)Table 15 Global Explainable AI Market Value, By Technology, 2022-2031 (US$ Million)Table 16 Global Explainable AI Market Value, By Application, 2023, 2027 &amp; 2031 (US$ Million)Table 17 Global Explainable AI Market Value, By Application, 2022-2031 (US$ Million)Table 18 Global Explainable AI Market Value, By End-User, 2023, 2027 &amp; 2031 (US$ Million)Table 19 Global Explainable AI Market Value, By End-User, 2022-2031 (US$ Million)Table 20 Global Explainable AI Market Value, By Region, 2023, 2027 &amp; 2031 (US$ Million)Table 21 Global Explainable AI Market Value, By Region, 2022-2031 (US$ Million)Table 22 North America Explainable AI Market Value, By Offerings, 2022-2031 (US$ Million)Table 23 North America Explainable AI Market Value, By Deployment, 2022-2031 (US$ Million)Table 24 North America Explainable AI Market Value, By Organization Size, 2022-2031 (US$ Million)Table 25 North America Explainable AI Market Value, By Technology, 2022-2031 (US$ Million)Table 26 North America Explainable AI Market Value, By Application, 2022-2031 (US$ Million)Table 27 North America Explainable AI Market Value, By End-User, 2022-2031 (US$ Million)Table 28 North America Explainable AI Market Value, By Country, 2022-2031 (US$ Million)Table 29 Asia-Pacific Explainable AI Market Value, By Offerings, 2022-2031 (US$ Million)Table 30 Asia-Pacific Explainable AI Market Value, By Deployment, 2022-2031 (US$ Million)Table 31 Asia-Pacific Explainable AI Market Value, By Organization Size, 2022-2031 (US$ Million)Table 32 Asia-Pacific Explainable AI Market Value, By Technology, 2022-2031 (US$ Million)Table 33 Asia-Pacific Explainable AI Market Value, By Application, 2022-2031 (US$ Million)Table 34 Asia-Pacific Explainable AI Market Value, By End-User, 2022-2031 (US$ Million)Table 35 Asia-Pacific Explainable AI Market Value, By Country, 2022-2031 (US$ Million)Table 36 Europe Explainable AI Market Value, By Offerings, 2022-2031 (US$ Million)Table 37 Europe Explainable AI Market Value, By Deployment, 2022-2031 (US$ Million)Table 38 Europe Explainable AI Market Value, By Organization Size, 2022-2031 (US$ Million)Table 39 Europe Explainable AI Market Value, By Technology, 2022-2031 (US$ Million)Table 40 Europe Explainable AI Market Value, By Application, 2022-2031 (US$ Million)Table 41 Europe Explainable AI Market Value, By End-User, 2022-2031 (US$ Million)Table 42 Europe Explainable AI Market Value, By Country, 2022-2031 (US$ Million)Table 43 South America Explainable AI Market Value, By Offerings, 2022-2031 (US$ Million)Table 44 South America Explainable AI Market Value, By Deployment, 2022-2031 (US$ Million)Table 45 South America Explainable AI Market Value, By Organization Size, 2022-2031 (US$ Million)Table 46 South America Explainable AI Market Value, By Technology, 2022-2031 (US$ Million)Table 47 South America Explainable AI Market Value, By Application, 2022-2031 (US$ Million)Table 48 South America Explainable AI Market Value, By End-User, 2022-2031 (US$ Million)Table 49 South America Explainable AI Market Value, By Country, 2022-2031 (US$ Million)Table 50 Middle East and Africa Explainable AI Market Value, By Offerings, 2022-2031 (US$ Million)Table 51 Middle East and Africa Explainable AI Market Value, By Deployment, 2022-2031 (US$ Million)Table 52 Middle East and Africa Explainable AI Market Value, By Organization Size, 2022-2031 (US$ Million)Table 53 Middle East and Africa Explainable AI Market Value, By Technology, 2022-2031 (US$ Million)Table 54 Middle East and Africa Explainable AI Market Value, By Application, 2022-2031 (US$ Million)Table 55 Middle East and Africa Explainable AI Market Value, By End-User, 2022-2031 (US$ Million)Table 56 Middle East and Africa Explainable AI Market Value, By Country, 2022-2031 (US$ Million)Table 57 Kyndi: OverviewTable 58 Kyndi: Product PortfolioTable 59 Kyndi: Key DevelopmentsTable 60 Alphabet, Inc.: OverviewTable 61 Alphabet, Inc.: Product PortfolioTable 62 Alphabet, Inc.: Key DevelopmentsTable 63 IBM Corporation: OverviewTable 64 IBM Corporation: Product PortfolioTable 65 IBM Corporation: Key DevelopmentsTable 66 Microsoft Corporation: OverviewTable 67 Microsoft Corporation: Product PortfolioTable 68 Microsoft Corporation: Key DevelopmentsTable 69 Amelia US LLC: OverviewTable 70 Amelia US LLC: Product PortfolioTable 71 Amelia US LLC: Key DevelopmentsTable 72 BuildGroup: OverviewTable 73 BuildGroup: Product PortfolioTable 74 BuildGroup: Key DevelopmentsTable 75 DataRobot, Inc.: OverviewTable 76 DataRobot, Inc.: Product PortfolioTable 77 DataRobot, Inc.: Key DevelopmentsTable 78 Ditto AI Ltd: OverviewTable 79 Ditto AI Ltd: Product PortfolioTable 80 Ditto AI Ltd: Key DevelopmentsTable 81 DarwinAI: OverviewTable 82 DarwinAI: Product PortfolioTable 83 DarwinAI: Key DevelopmentsTable 84 Factmata: OverviewTable 85 Factmata: Product PortfolioTable 86 Factmata: Key Developments&nbsp;List of FiguresFigure 1 Global Explainable AI Market Value, 2022-2031 (US$ Million)Figure 2 Global Explainable AI Market Share, By Offerings, 2023 &amp; 2031 (%)Figure 3 Global Explainable AI Market Share, By Deployment, 2023 &amp; 2031 (%)Figure 4 Global Explainable AI Market Share, By Organization Size, 2023 &amp; 2031 (%)Figure 5 Global Explainable AI Market Share, By Technology, 2023 &amp; 2031 (%)Figure 6 Global Explainable AI Market Share, By Application, 2023 &amp; 2031 (%)Figure 7 Global Explainable AI Market Share, By End-User, 2023 &amp; 2031 (%)Figure 8 Global Explainable AI Market Share, By Region, 2023 &amp; 2031 (%)Figure 9 Global Explainable AI Market Y-o-Y Growth, By Offerings, 2022-2031 (%)Figure 10 Solution Explainable AI Market Value, 2022-2031 (US$ Million)Figure 11 Services Explainable AI Market Value, 2022-2031 (US$ Million)Figure 12 Global Explainable AI Market Y-o-Y Growth, By Deployment, 2022-2031 (%)Figure 13 Cloud Deployment in Global Explainable AI Market Value, 2022-2031 (US$ Million)Figure 14 On-premises Deployment in Global Explainable AI Market Value, 2022-2031 (US$ Million)Figure 15 Global Explainable AI Market Y-o-Y Growth, By Organization Size, 2022-2031 (%)Figure 16 Small and Medium-sized Enterprises Organization Size in Global Explainable AI Market Value, 2022-2031 (US$ Million)Figure 17 Large Enterprises Organization Size in Global Explainable AI Market Value, 2022-2031 (US$ Million)Figure 18 Global Explainable AI Market Y-o-Y Growth, By Technology, 2022-2031 (%)Figure 19 Machine Learning (ML) Technology in Global Explainable AI Market Value, 2022-2031 (US$ Million)Figure 20 Natural Language Processing (NLP) Technology in Global Explainable AI Market Value, 2022-2031 (US$ Million)Figure 21 Computer Vision Technology in Global Explainable AI Market Value, 2022-2031 (US$ Million)Figure 22 Big Data Analytics Technology in Global Explainable AI Market Value, 2022-2031 (US$ Million)Figure 23 Others Technology in Global Explainable AI Market Value, 2022-2031 (US$ Million)Figure 24 Global Explainable AI Market Y-o-Y Growth, By Application, 2022-2031 (%)Figure 25 Global Explainable AI Market Value in Fraud and Anomaly Detection , 2022-2031 (US$ Million)Figure 26 Global Explainable AI Market Value in Drug Discovery and Diagnostics , 2022-2031 (US$ Million)Figure 27 Global Explainable AI Market Value in Predictive Maintenance , 2022-2031 (US$ Million)Figure 28 Global Explainable AI Market Value in Supply Chain Management , 2022-2031 (US$ Million)Figure 29 Global Explainable AI Market Value in Identity and Access Management , 2022-2031 (US$ Million)Figure 30 Global Explainable AI Market Value in Others , 2022-2031 (US$ Million)Figure 31 Global Explainable AI Market Y-o-Y Growth, By End-User, 2022-2031 (%)Figure 32 Global Explainable AI Market Value in Healthcare, 2022-2031 (US$ Million)Figure 33 Global Explainable AI Market Value in BFSI, 2022-2031 (US$ Million)Figure 34 Global Explainable AI Market Value in Aerospace and Defense, 2022-2031 (US$ Million)Figure 35 Global Explainable AI Market Value in Retail and E-commerce, 2022-2031 (US$ Million)Figure 36 Global Explainable AI Market Value in Public Sector and Utilities, 2022-2031 (US$ Million)Figure 37 Global Explainable AI Market Value in IT and Telecommunication, 2022-2031 (US$ Million)Figure 38 Global Explainable AI Market Value in Automotive, 2022-2031 (US$ Million)Figure 39 Global Explainable AI Market Value in Others, 2022-2031 (US$ Million)Figure 40 Global Explainable AI Market Y-o-Y Growth, By Region, 2022-2031 (%)Figure 41 North America Explainable AI Market Value, 2022-2031 (US$ Million)Figure 42 North America Explainable AI Market Share, By Offerings, 2023 &amp; 2031 (%)Figure 43 North America Explainable AI Market Share, By Deployment, 2023 &amp; 2031 (%)Figure 44 North America Explainable AI Market Share, By Organization Size, 2023 &amp; 2031 (%)Figure 45 North America Explainable AI Market Share, By Technology, 2023 &amp; 2031 (%)Figure 46 North America Explainable AI Market Share, By Application, 2023 &amp; 2031 (%)Figure 47 North America Explainable AI Market Share, By End-User, 2023 &amp; 2031 (%)Figure 48 North America Explainable AI Market Share, By Country, 2023 &amp; 2031 (%)Figure 49 Asia-Pacific Explainable AI Market Value, 2022-2031 (US$ Million)Figure 50 Asia-Pacific Explainable AI Market Share, By Offerings, 2023 &amp; 2031 (%)Figure 51 Asia-Pacific Explainable AI Market Share, By Deployment, 2023 &amp; 2031 (%)Figure 52 Asia-Pacific Explainable AI Market Share, By Organization Size, 2023 &amp; 2031 (%)Figure 53 Asia-Pacific Explainable AI Market Share, By Technology, 2023 &amp; 2031 (%)Figure 54 Asia-Pacific Explainable AI Market Share, By Application, 2023 &amp; 2031 (%)Figure 55 Asia-Pacific Explainable AI Market Share, By End-User, 2023 &amp; 2031 (%)Figure 56 Asia-Pacific Explainable AI Market Share, By Country, 2023 &amp; 2031 (%)Figure 57 Europe Explainable AI Market Value, 2022-2031 (US$ Million)Figure 58 Europe Explainable AI Market Share, By Offerings, 2023 &amp; 2031 (%)Figure 59 Europe Explainable AI Market Share, By Deployment, 2023 &amp; 2031 (%)Figure 60 Europe Explainable AI Market Share, By Organization Size, 2023 &amp; 2031 (%)Figure 61 Europe Explainable AI Market Share, By Technology, 2023 &amp; 2031 (%)Figure 62 Europe Explainable AI Market Share, By Application, 2023 &amp; 2031 (%)Figure 63 Europe Explainable AI Market Share, By End-User, 2023 &amp; 2031 (%)Figure 64 Europe Explainable AI Market Share, By Country, 2023 &amp; 2031 (%)Figure 65 South America Explainable AI Market Value, 2022-2031 (US$ Million)Figure 66 South America Explainable AI Market Share, By Offerings, 2023 &amp; 2031 (%)Figure 67 South America Explainable AI Market Share, By Deployment, 2023 &amp; 2031 (%)Figure 68 South America Explainable AI Market Share, By Organization Size, 2023 &amp; 2031 (%)Figure 69 South America Explainable AI Market Share, By Technology, 2023 &amp; 2031 (%)Figure 70 South America Explainable AI Market Share, By Application, 2023 &amp; 2031 (%)Figure 71 South America Explainable AI Market Share, By End-User, 2023 &amp; 2031 (%)Figure 72 South America Explainable AI Market Share, By Country, 2023 &amp; 2031 (%)Figure 73 Middle East and Africa Explainable AI Market Value, 2022-2031 (US$ Million)Figure 74 Middle East and Africa Explainable AI Market Share, By Offerings, 2023 &amp; 2031 (%)Figure 75 Middle East and Africa Explainable AI Market Share, By Deployment, 2023 &amp; 2031 (%)Figure 76 Middle East and Africa Explainable AI Market Share, By Organization Size, 2023 &amp; 2031 (%)Figure 77 Middle East and Africa Explainable AI Market Share, By Technology, 2023 &amp; 2031 (%)Figure 78 Middle East and Africa Explainable AI Market Share, By Application, 2023 &amp; 2031 (%)Figure 79 Middle East and Africa Explainable AI Market Share, By End-User, 2023 &amp; 2031 (%)Figure 80 Middle East and Africa Explainable AI Market Share, By Country, 2023 &amp; 2031 (%)Figure 81 Kyndi: FinancialsFigure 82 Alphabet, Inc.: FinancialsFigure 83 IBM Corporation: FinancialsFigure 84 Microsoft Corporation: FinancialsFigure 85 Amelia US LLC: FinancialsFigure 86 BuildGroup: FinancialsFigure 87 DataRobot, Inc.: FinancialsFigure 88 Ditto AI Ltd: FinancialsFigure 89 DarwinAI: FinancialsFigure 90 Factmata: Financials

Explainable AI Market Size, Share, Industry, Forecast and Outlook (2024-2031)

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