financial-serviceshuman-supervised agentic collaborationproposed and experimentally illustrated in the paper; best viewed as a controlled workflow pattern rather than a fully autonomous production system.

Agentic human-in-the-loop financial modeling and review workflow

The system lets AI do much of the heavy lifting, but keeps a person in the loop to review important steps so the final answer is safer and more trustworthy.

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