“We’re going to have 10,000-plus CPUs that we plan to use every day to process the raw data. There’ll be 30 different targets approximately that we’re collecting data on every day. That’s about 200 GB of raw data and probably 2 TB or so on the output — a lot of data process. We’re leaning heavily on Flyte to make that happen.”
— Nicholas LoFaso, Senior Platform Software Engineer at MethaneSAT
Bridge the gap between scalability and ease of use
ETL or ELT workflows — it just works
Flyte supports data pipelines in all forms, whether it’s extraction from Postgres database, transformation using Pandas or loading to a Postgres warehouse. You can employ native integrations to streamline the process end to end. The benefit? Infinite observability into your data and scale with no limits.
Build any data workflow that fits your needs
Your data workflows need to adapt to your requirements. You may start off by building simple workflows. What if you want to scale them? Will the existing platform work, or should you spend more resources to support your use case? Flyte can handle a wide range of workloads, making it a reliable and scalable choice for data orchestration.
The modern data experience
Flyte lets you define how your tools work together and what they can collectively become. It enables collaboration between data, engineering and ML teams. You can decentralize the development of your data workflows on a centralized infrastructure platform.
Features to improve your data workflow
Write workflows in any language
Strongly typed interfaces
First-class support for type validation
Speedy data retrieval
End-to-end data observability
Make sense of your data through graphical representations
Set up your data workflows to run periodically
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 data.
🤖 Machine Learning
Ease your way into orchestrating ML workflows with a heavy dose of infrastructure abstraction.Learn more
Analyze and visualize trends and patterns in your data with native data-crunchers and FlyteDecks.Learn more
Generate biological insights faster by collaborating on a centralized platform.Learn more
🙋 Your Use Case
Build Flyte workflows to effectively address your orchestration challenge.Try Flyte ↗