Machine Learning Mastery Blog
6/25/2026

Agentic Workflow vs. Autonomous Agent: What’s the Difference?
Short summary
Agentic workflows and autonomous agents differ fundamentally in control flow ownership: workflows rely on external orchestration while autonomous agents self-direct their actions. Understanding this distinction is essential for designing AI-driven products and systems.
- •Agentic workflows use external or human orchestration for task sequencing
- •Autonomous agents self-determine actions and reasoning based on defined goals
- •This architectural distinction is critical for product design and system decisions
Generated with AI, which can make mistakes.
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