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AI agent readiness is not always the first question
The first useful question is whether the workflow is clear enough to run consistently before deciding whether it needs AI.
AI Agent Readiness Is Not Always The First Question
The first question is usually simpler: can this workflow be described clearly enough for a person to run it the same way twice?
If the answer is no, an AI agent is probably not the next step. The workflow may need cleaner context, better process documentation, or a structured operating system.
If the answer is yes, the next split is whether the work is rules-based or interpretation-heavy. Rules-based work usually belongs in a simple automation. Interpretation-heavy work may justify an AI-assisted workflow prototype, as long as the sources, review points, and approval boundaries are clear.
That is why the public resources start with categories before naming tools. If you are not sure where a workflow fits, send the question through Contact MCWorkflow.