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You are comparing patterns for a batch document-classification job that follows fixed steps: extract metadata,...

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You are comparing patterns for a batch document-classification job that follows fixed steps: extract metadata, classify, summarize, and persist.

Which pattern is the best fit and why?

A.

A workflow pattern, because agentic patterns do not support tool invocations and therefore cannot execute the persist step that writes results to the downstream store.

B.

An agentic pattern, because the open-ended planning capability of agents produces more consistent structured outputs than a fixed workflow graph on classification tasks.

C.

An agentic pattern, because agents are categorically more accurate than workflows and therefore always preferable regardless of step predictability.

D.

A workflow pattern, because the steps are well-defined and predictable per-request token cost is preferred over flexibility.

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