Compare the Top AI Automation Tools that integrate with Ray as of July 2025

This a list of AI Automation tools that integrate with Ray. Use the filters on the left to add additional filters for products that have integrations with Ray. View the products that work with Ray in the table below.

What are AI Automation Tools for Ray?

AI automation tools, also known as AI workflow automation tools, are software tools that use artificial intelligence to streamline and optimize repetitive tasks with minimal human input. They employ technologies like machine learning, natural language processing, and predictive analytics to improve efficiency and accuracy. These tools analyze data, recognize patterns, and make real-time decisions to enhance workflows. By continuously learning and adapting, they become more effective over time, reducing errors and increasing productivity. As AI technology evolves, automation tools are becoming more sophisticated, offering greater scalability and flexibility across industries. Compare and read user reviews of the best AI Automation tools for Ray currently available using the table below. This list is updated regularly.

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    Flyte

    Flyte

    Union.ai

    The workflow automation platform for complex, mission-critical data and ML processes at scale. Flyte makes it easy to create concurrent, scalable, and maintainable workflows for machine learning and data processing. Flyte is used in production at Lyft, Spotify, Freenome, and others. At Lyft, Flyte has been serving production model training and data processing for over four years, becoming the de-facto platform for teams like pricing, locations, ETA, mapping, autonomous, and more. In fact, Flyte manages over 10,000 unique workflows at Lyft, totaling over 1,000,000 executions every month, 20 million tasks, and 40 million containers. Flyte has been battle-tested at Lyft, Spotify, Freenome, and others. It is entirely open-source with an Apache 2.0 license under the Linux Foundation with a cross-industry overseeing committee. Configuring machine learning and data workflows can get complex and error-prone with YAML.
    Starting Price: Free
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