ControlFlow is an open-source Python framework that enables the creation of Artificial Intelligence-driven workflows by integrating large language models (LLMs) into structured task-based processes. It builds on Prefect’s workflow orchestration platform, allowing users to define tasks, assign specialized Artificial Intelligence agents, and manage the flow of execution within a broader context. This approach enhances control over Artificial Intelligence agents, reducing errors and improving task management in Artificial Intelligence applications.