AutoML Companies

DataRobot

Boston, United States

DataRobot offers a unified AI platform focused on enabling enterprises to build, deploy, and manage “agentic AI” applications – autonomous AI agents designed to handle complex tasks. Their platform differentiates itself through a focus on the full agent lifecycle, offering customizable blueprints and integrations to accelerate development and deployment across various enterprise teams. DataRobot positions itself as a leader in moving beyond pilot projects, aiming to deliver measurable business outcomes with AI, and currently supports applications like automated customer service and intelligent document processing.

H2O.ai

Mountain View, United States

H2O.ai develops end-to-end AI platforms, including the open-source H2O and the automated machine learning platform Driverless AI, now extended with generative AI capabilities. Their technology uniquely focuses on enabling private and secure deployments of Large Language Models (LLMs) and Small Language Models (SLMs) – including on-premise and air-gapped environments – giving organizations full ownership of their AI stack. H2O.ai has demonstrated success with major enterprises like Australia’s largest bank, achieving a 70% reduction in fraud, and AT&T, who saw a 2x return on investment in free cash flow through the implementation of h2oGPTe for call center transformation.

MindsDB

San Francisco, United States

MindsDB delivers a machine learning database that extends traditional databases with in-database AI capabilities, allowing users to directly run predictive models using SQL. Their platform leverages AutoML technologies to automatically train and deploy models – including time series forecasting and classification – directly within databases like MySQL, PostgreSQL, and Snowflake. This enables data science and business intelligence teams to bypass traditional ETL processes and gain real-time insights from disparate data sources without needing to move data or learn new tools.

4Paradigm

Beijing, China

4Paradigm develops a comprehensive enterprise AI platform, SHIFT, and the open-source Sage AIOS community edition, offering end-to-end solutions for data governance, feature engineering, model training, and deployment. Their key innovation lies in a high-dimensional machine learning framework coupled with AutoML capabilities, enabling rapid AI adoption even with limited data science expertise. As of recent reports, 4Paradigm is the leading platform-centric decision-making enterprise AI provider in China, serving industries including finance, retail, manufacturing, and healthcare with solutions focused on demand forecasting, customer experience enhancement, and operational efficiency.