Flyte
flyte.orgDynamic, resilient AI orchestration. 80M+ downloads.
Ops & Infraai-orchestrationmlopsworkflow-automationopen-sourcepythonmachine-learningdata-pipelines
About
Flyte is an open-source AI and ML workflow orchestration platform that lets developers write pipelines in pure Python without learning a DSL. It provides durable, self-healing workflows with automatic retries and infrastructure-aware scaling. An enterprise version called Union.ai offers additional features like massive scale, real-time inference, and live remote debugging.
Problem
Building and managing complex, long-running AI and ML workflows at scale is difficult without reliable, fault-tolerant orchestration infrastructure.
For
AI and ML engineers and data scientists building complex workflows
How it works
Developers write workflows in pure Python, which Flyte orchestrates as durable, self-healing pipelines that can run locally or at scale on cloud infrastructure.
Business model
freemium
Status
launched
Company
Union.ai