AI agent vs workflow automation

AI Agent vs Workflow Automation

How to decide whether your business needs an AI agent, a deterministic automation or both.

Short answer

A workflow automation follows defined steps. An AI agent can interpret context, decide a next step and use tools within boundaries. Many business processes need both.

When to use automation

Use deterministic automation when inputs, rules and outputs are stable.

When to use an agent

Use an AI agent when the task needs language understanding, retrieval, triage or flexible tool use, and when failure modes are controlled.