Prefect
Workflow orchestration for data and ML
Technology
How Prefect’s technology works — architecture, AI models, and technical capabilities.
How does Prefect work?
Prefect orchestrates workflows by allowing users to turn any Python function into a workflow using a simple decorator. It provides full observability and manages retries automatically, enabling seamless execution without requiring users to manage infrastructure.
What technology powers Prefect?
Prefect is built on open-source Python frameworks, enabling developers to orchestrate workflows efficiently. It leverages a hybrid architecture that isolates code and data, ensuring compliance with standards like FedRAMP and HIPAA.
What are Prefect's main features?
Prefect's main features include workflow orchestration through Python decorators, full observability, automatic retries, and managed infrastructure. It also supports enterprise-level security features like SSO and RBAC.
What type of AI does Prefect use?
Prefect integrates with AI agents through its MCP servers, allowing seamless connections to various systems. It supports AI-driven workflows, enabling users to automate complex tasks without managing the underlying infrastructure.
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