Automated Machine Learning Solution Market Report 2026

Automated Machine Learning Solution Market Overview

• Automated Machine Learning Solution market size has reached to $3.11 billion in 2025 • Expected to grow to $21.72 billion in 2030 at a compound annual growth rate (CAGR) of 47.5% • Growth Driver: Rise In Industrial automation Fueling The Growth Of The Market Due To The Need For Higher Productivity And Real-Time Optimization • Market Trend: Focus On Revolutionizing The Automated Machine Learning Solution Market With Technological Innovations • North America was the largest region in 2025.

What Is Covered Under Automated Machine Learning Solution Market?

Automated machine learning solutions are software platforms that streamline and automate the end-to-end process of developing machine learning models. AutoML solutions typically automate tasks such as feature engineering, model selection, hyperparameter tuning, and model evaluation, simplifying the complex workflow of building machine learning models. The main offering of automated machine learning solution include platform and service and deployed on-premise and on cloud. A platform, in a general sense, refers to a foundation or framework that serves as a base for various activities, functions, or applications. AutoML platforms provide an integrated environment that streamlines the end-to-end machine learning process. The enterprise type deploying automated machine learning solution are large enterprises and SMEs that is used in BFSI; retail and e-commerce; healthcare; manufacturing.

What Is The Automated Machine Learning Solution Market Growth Forecast?

The automated machine learning solution market size is expected to see exponential growth in the next few years. It will grow to $21.72 billion in 2030 at a compound annual growth rate (CAGR) of 47.5%. The growth in the forecast period can be attributed to integration with ai-driven analytics platforms, increasing adoption of cloud-based automl solutions, expansion across healthcare and retail sectors, demand for automated model governance and monitoring, rising adoption among smes and large enterprises. Major trends in the forecast period include automated feature engineering, hyperparameter optimization tools, pre-built machine learning pipelines, model evaluation and validation automation, integrated development environments (ides) for automl.

Global Automated Machine Learning Solution Market Segmentation

1) By Offering: Platform, Service 2) By Deployment: On-Premise, Cloud 3) By Enterprise Size: Large Enterprises, SMEs 4) By End-Users: BFSI, Retail And E-Commerce, Healthcare, Manufacturing Subsegments: 1) By Platform: Cloud-Based Platforms, On-Premises Platforms, Auto ML Tools 2) By Service: Consulting Services, Implementation Services, Support And Maintenance Services, Training And Workshops

What Is The Driver Of The Automated Machine Learning Solution Market?

Increasing demand for industrial automation is expected to propel the growth of the automated machine learning solution market going forward. Industrial automation is the use of machines, control systems, and software to run industrial processes with minimal human intervention. Industrial automation is rising due to increasing demand for higher productivity and faster manufacturing output. Automated machine learning solutions are used in industrial automation to analyze real-time data and automatically optimize equipment performance for greater efficiency. For instance, in September 2024, according to the International Federation of Robotics (IFR), a Germany-based non-profit organization, reported that industrial robot installations in the UK rose by 51%, reaching 3,830 units, while in the Americas, over 50,000 units were installed for the third consecutive year, totaling 55,389 units in 2023. Therefore, increasing demand for industrial automation will drive the growth of the automated machine learning solution industry.

Key Players In The Global Automated Machine Learning Solution Market

Major companies operating in the automated machine learning solution market are Microsoft Corporation; Amazon Web Services Inc; Microsoft Azure Automated Machine Learning; International Business Machines Corporation; Oracle; SAS Institute Inc; Databricks; Alteryx; H2O.ai; Dataiku; Datarobot Inc; KNIME; Peltarion; RapidMiner; Auger.AI; BigML; dotData Inc; Big Squid Inc; Determined.AI Inc; Turi

Global Automated Machine Learning Solution Market Trends and Insights

Major companies operating in the automated machine learning solution market are adopting new technological innovations to sustain their position in the market. Technological innovations in automated ML solutions involve enhanced model interpretability and seamless integration for streamlined and efficient machine learning model development. For instance, in April 2023, AND Solutions Pte Ltd., a Singapore-based fintech company that provides automated machine learning solution platforms, launched the NIKO AutoML platform, an innovative machine-learning tool created to streamline and expedite the creation of prediction models. This platform offers various tools and functionalities, enabling users to create and deploy top-notch machine learning models without coding or data science expertise swiftly and effortlessly. The platform’s user interface helps users through every procedure stage, providing optimal results in a fraction of the time traditional approaches would take. NIKO AutoML offers several key benefits, including fast and accurate model creation, streamlined workflow, increased productivity and cost-effectiveness.

What Are Latest Mergers And Acquisitions In The Automated Machine Learning Solution Market?

In January 2023, MCKINSEY & COMPANY INC., a US-based management consulting company, acquired Iguazio LTD. for an undisclosed amount. The acquisition aims to accelerate McKinsey's AI deployment capabilities, enabling scalable, real-time AI solutions that drive greater business value for clients. By integrating Iguazio’s advanced technology with QuantumBlack, McKinsey can deliver industry-specific AI solutions more efficiently and reliably. Iguazio LTD is an Israel-based software development company that specializes in providing automated machine learning solution.

Regional Insights

North America was the largest region in the automated machine learning solution 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 Automated Machine Learning Solution Market?

The automated machine learning solutions market consist of revenues earned by entities by providing services such as automated machine learning solutions services. AutoML solutions aim to automate these tasks, enabling individuals with diverse backgrounds to leverage machine learning without extensive manual intervention. The market value includes the value of related goods sold by the service provider or included within the service offering. Automated machine learning solutions market also include sales of cloud-based services, virtual reality, and augmented reality systems that are used in providing solutions for enhanced automated machine learning solutions and the overall well-being of individuals. 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 Automated Machine Learning Solution Market Report 2026?

The automated machine learning solution 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 automated machine learning solution 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.