Understanding 3 Workflow Types: Rule-Based, AI, and Agentic

goyalshaliniuk · x · 2026-08-04

The author categorizes task workflows within organizations into three progressive architectural types:

Rule-Based (Non-AI): Follows a fixed, predefined path with no learning or adaptation. Great for repetitive tasks but fails with unexpected scenarios.
AI Workflow (Non-Agentic): Uses AI to process a query in a single shot to generate outputs like text or predictions. Quick and efficient, but lacks strategic reasoning.
Agentic Workflow: The most advanced model. The AI breaks complex tasks into steps, uses external tools, evaluates results, and improves iteratively, much like a human expert tackling evolving challenges.

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