Flyte vs. Time Machine Comparison


Flyte Union.ai	Time Machine Solution-Soft	+	+
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About 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.	About Time Machine® provides software virtual clocks that enable you to time travel your applications into the future or the past, facilitating time shift testing on your date and time-sensitive application logic, such as month-end, quarter-end, year-end processing, billing cycle, workflow, regulatory go live and policy life cycle. Time Machine is transparent to applications and databases so no code modification is required to do time shift testing and the system clock is never modified. Time Machine eliminates the need to reset the system clock, which is time-consuming, error-prone, and not possible under Active Directory or in a Kerberos secured environment. Mitigate risks for mission-critical application failures. Ensure large-scale software projects finish on time and under budget. Windows, Linux, Unix, Mainframe zLinux, Dockerized, Virtualized, On-Iron, or in the Cloud. Time Machine runs everywhere you need it.
Platforms Supported Windows Not Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Not Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers in need of a workflow automation platform to create concurrent, scalable, and maintainable workflows	Audience Individuals searching for a time-shift testing solution to improve their date and time-sensitive application testing processes
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Supported
Company Information Union.ai Founded: 2020 United States flyte.org	Company Information Solution-Soft Founded: 1993 United States www.solution-soft.com
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Lyft Business Lyft	QuickBooks Time Intuit
Lyft View All	Circonus View All
Categories AI Automation Supported AI/ML Model Training Supported Machine Learning Supported Workflow Automation Supported	Categories Time Series Intelligence Supported

Integrations AWS Batch Supported Active Directory Not Supported Amazon Athena Supported Amazon SageMaker Supported Apache Spark Supported Databricks Supported DuckDB Supported Feast Supported Google Cloud Platform Supported Hugging Face Supported Polars Supported PyTorch Supported SQLAlchemy Supported Slack Supported Snowflake Supported Spotify Supported TensorFlow Supported Union Cloud Supported dbt Supported Show More Integrations View All 33 Integrations	Integrations AWS Batch Not Supported Active Directory Supported Amazon Athena Not Supported Amazon SageMaker Not Supported Apache Spark Not Supported Databricks Not Supported DuckDB Not Supported Feast Not Supported Google Cloud Platform Not Supported Hugging Face Not Supported Polars Not Supported PyTorch Not Supported SQLAlchemy Not Supported Slack Not Supported Snowflake Not Supported Spotify Not Supported TensorFlow Not Supported Union Cloud Not Supported dbt Not Supported Show More Integrations View All 1 Integration
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