Unlock past and future during data crunching and analysis
Gleaning meaningful and actionable insights drives informed business decisions. The ability to revisit and reproduce past insights can also help you better understand current insights. Flyte lets you time travel through your analytics workflows to arrive at an ideal decision.
“As engineers, a lot of this might be table stakes for us. But for data scientists, being able to get [financial analytics] up and running on Flyte and getting all of this stuff for free has been a really big win for them.”
— Dylan Wilder, Engineering Manager at Spotify
Share analytics insights with your team
Data analytics can happen along several verticals. It’s important to be able to break the silos and mitigate handoffs among domain experts. Flyte is a cohesive platform that enables seamless collaboration by bringing together analytics models that are owned by several teams and built with many technologies.
Make sense of your data with plots
Data visualization helps extract insights and better understand trends and patterns. Flyte can visualize data at every stage of the analytics workflow, providing a deeper understanding of the data and facilitating the discovery of valuable insights.
Version your analytics workflows
Effective versioning is crucial in a multi-team environment, since dependencies among different teams will need to be tracked and managed. Flyte's versioning system helps streamline processes and clearly organize information, making it easier to track and manage dependencies and changes.
Features to improve your analytics workflow
FlyteFile & FlyteDirectory
Seamlessly store in cloud and download files to local environments
Versioned workflows
Preserve history of your analytics runs
Cache outputs
Avoid rerunning workflows if assumptions haven’t changed
Multi-tenancy
Collaborate with multiple teams on a centralized platform
Parallelism
Get inherent parallelism which leads to less wait time
Data visualization
Understand trends, outliers and patterns in data
Enhance your analytics workflows.
Just the way you need.
A platform for every orchestration use case
Flyte is a versatile solution that can help you address any custom orchestration challenge, not just those related to analytics.
💾 Data
Build scalable and robust data workflows faster with strongly typed interfaces and data provenance.
Learn more🤖 Machine Learning
Ease your way into orchestrating ML workflows with a heavy dose of infrastructure abstraction.
Learn more🧬 Bioinformatics
Generate biological insights faster by collaborating on a centralized platform.
Learn more🙋 Your Use Case
Build Flyte workflows to effectively address your orchestration challenge.
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