Explainable AI Market Report 2026

Explainable AI Market Overview

• Explainable AI market size has reached to $9.73 billion in 2025 • Expected to grow to $24.96 billion in 2030 at a compound annual growth rate (CAGR) of 20.7% • Growth Driver: Explorable AI Elevates The Growing Internet Of Things Landscape • Market Trend: Strategic Partnerships Transforming The Explainable AI Landscape • North America was the largest region in 2025.

What Is Covered Under Explainable AI Market?

Explainable artificial intelligence (XAI) is an artificial intelligence system designed to provide clear and understandable explanations of its decisions or outputs. It is used to describe an AI model, its expected impact, and potential biases and to help characterize model accuracy, fairness, transparency, and outcomes in AI-powered decision-making. The main types of software in explainable AI are standalone software, integrated software, automated reporting tools, and interactive model visualization. Standalone software refers to a computer program that can run as a separate process without the need for other software or services. This includes various methods, such as model-agnostic methods and model-specific methods, and end-users are banking financial services and insurance (BFSI), retail and e-commerce, information technology/information technology-enabled services, healthcare and life sciences, government and public sector, media and entertainment, manufacturing, energy and utilities, telecommunications, and other verticals.

What Is The Explainable AI Market Growth Forecast?

The explainable AI market size is expected to see exponential growth in the next few years. It will grow to $24.96 billion in 2030 at a compound annual growth rate (CAGR) of 20.7%. The growth in the forecast period can be attributed to integration of xAI with AI platforms, expansion across multiple industry verticals, adoption in regulatory and auditing processes, increasing use of interactive visualization tools, focus on ethical and fair AI implementations. Major trends in the forecast period include transparent model decision-making, bias detection and mitigation, automated compliance reporting, interactive model visualization, integration with analytics and bi tools.

Global Explainable AI Market Segmentation

1) By Software Type: Standalone Software, Integrated Software, Automated Reporting Tools, Interactive Model Visualization 2) By Methods: Model-Agnostic Methods, Model-Specific Methods 3) By Vertical: Banking, Financial Services, And Insurance, Retail And E-Commerce, Information Technology Or Information Technology Enabled Services, Healthcare And Life Sciences, Government And Public Sector, Media And Entertainment, Manufacturing, Energy And Utilities, Telecommunications, Other Verticals Subsegments: 1) By Standalone Software: Individual Explainability Tools, Model-Agnostic Explainability Solutions 2) By Integrated Software: Embedded Explainability in AI Platforms, Explainability In Data Analytics Tools 3) By Automated Reporting Tools: Automated Model Evaluation Reports, Compliance And Auditing Reports 4) By Interactive Model Visualization: Dashboard Visualization Tools, Interactive Data Exploration Tools

What Is The Driver Of The Explainable AI Market?

The growing adoption of the Internet of Things (IoT) is expected to propel the growth of the explainable AI market going forward. The Internet of Things (IoT) refers to a network of interconnected physical devices embedded with sensors, software, and other technologies that collect, exchange data, and communicate with each other over the Internet or other communication networks. Explainable AI (XAI) is used in the Internet of Things (IoT) to enhance end-users trust in machines, make AI models more interpretable and transparent, and ensure transparency, trustworthiness, and effective decision-making in IoT systems. For instance, in 2023, according to a report published by Ericsson, a Sweden-based telecommunications company, total IoT connections reached 15.7 billion connections in 2023 and are expected to increase by 16% to 38.8 billion connections by 2029. Therefore, the growing adoption of the Internet of Things (IoT) is driving the growth of the explainable AI industry.

Key Players In The Global Explainable AI Market

Major companies operating in the explainable AI market are Amazon Web Services; Alphabet Inc.; Microsoft Corporation; Intel Corporation; International Business Machines Corporation; NVIDIA Corporation; Salesforce Inc.; Equifax Inc.; SAS Institute Inc.; Mphasis Limited; Fair Isaac Corporation; Databricks Inc.; Alteryx Inc.; Temenos Headquarters SA; C3.AI Inc.; Data Robot Inc.; Tredence Analytics Solutions Pvt. Ltd.; ArthurAI Inc.; DarwinAI Corp.; H2O.AI Inc.; Fiddler Labs Inc.

Global Explainable AI Market Trends and Insights

Major companies operating in the explainable AI market are adopting strategic partnership approaches to strengthen their offerings and expand their presence in the market. A strategic partnership is a collaborative arrangement between two or more entities, usually businesses that come together to achieve mutually beneficial and long-term objectives. For instance, in July 2023, Fujitsu Limited, a Japan-based information and communications technology company, partnered with Informa D&B, a Spain-based marketing and information company. The collaboration aims to enhance decision-making by leveraging Fujitsu's explainable AI to process and analyze data transparently. This move addresses the need for evolved AI to tackle risks, especially in areas like financial fraud. XAI provides insights into decision-making, increasing transparency and trust while minimizing biases.

What Are Latest Mergers And Acquisitions In The Explainable AI Market?

In March 2024, Apple Inc., a US-based technology company, acquired DarwinAI for an undisclosed amount. Acquiring DarwinAI allows Apple Inc. to leverage advanced artificial intelligence technology, enhancing its capabilities in machine learning and deep learning applications. DarwinAI is a Canada-based AI startup that manufactures an end-to-end solution to improve product quality and increase production efficiency.

Regional Insights

North America was the largest region in the Explainable AI market in 2025. The regions covered in this market report are Asia-Pacific, South East Asia, Western Europe, Eastern Europe, North America, South America, Middle East, Africa. The countries covered in this market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Taiwan, Russia, South Korea, UK, USA, Canada, Italy, Spain

What Defines the Explainable AI Market?

The explainable AI market consists of revenues earned by entities by providing services such as interpretable models, local explanations, feature importance analyses, rule-based explanations, model-agnostic approaches, customization, and configuration. The market value includes the value of related goods sold by the service provider or included within the service offering. The explainable AI market also includes sales of high-speed pick-and-place operational tools, controller systems, vision systems, and conveyor systems. Values in this market are ‘factory gate’ values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

How is Market Value Defined and Measured?

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

What Key Data and Analysis Are Included in the Explainable AI Market Report 2026?

The explainable ai market research report is one of a series of new reports from The Business Research Company that provides market statistics, including industry global market size, regional shares, competitors with the market share, detailed market segments, market trends and opportunities, and any further data you may need to thrive in the explainable ai industry. The market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future state of the industry.