DataRobot

DataRobot provides an enterprise AI platform that can automate the building, deployment, and monitoring of advanced AI applications. Its unified AI platform offers developers the capability to build, govern, and operate models without extensive coding, accelerating model development and making machine learning more accessible. 

The platform offers several features, including training models with automatic performance evaluation, enhancing model interpretability and explainability, facilitating comprehension of predictions, deploying models to diverse targets such as cloud services, on-premises servers, and Edge devices, and governance and compliance features, encompassing access controls, audit logs, and version control to ensure alignment of machine-learning projects with organizational policies and regulatory standards. Moreover, the company provides consulting services through its AI professionals and service collaborators to assist clients in devising strategies and executing AI initiatives across various applications.

In November 2024, the company launched an Enterprise AI suite to develop and deliver customizable GenAI applications and agents. DataRobot introduced its real-time intervention functionality for GenAI solutions in May 2024, to detect and prevent unexpected AI behaviors. The service is available on-premise, in the cloud, and hybrid.

In November 2023, DataRobot introduced various updates, including LLM cost and performance monitoring, a multi-provider comparison playground, GenAI accelerators for faster GenAI deployment tasks, and a unified AI registry to enhance governance and collaboration across generative and predictive AI assets.

DataRobot has made several acquisitions to expand its business, including Boston Consulting Group’s SOURCE AI technology (June 2020), Zepl, a cloud data science and analytics platform (May 2021), and Algorithmia, an MLOps platform designed for complex, high-volume model production (July 2021). 

Key customers and partnerships

DataRobot provides services to 40% of the Fortune 50 companies, including Kroger, Nationwide, Lenovo, and PNC.

DataRobot has formed several significant partnerships, including a product partnership with Teradata (July 2024) to integrate Teradata VantageCloud and ClearScape Analytics with DataRobot's AI platform, strategic partnership with SAP to integrate core SAP software with DataRobot's advanced machine-learning capabilities (March 2023). The firm has also partnered with leading tech firms, including Google, Microsoft, and Amazon, to integrate its solutions and expand the use cases of its GenAI solutions.