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The Legal AI Workflow Risk Matrix: What to Automate, Assist, or Keep Human | LegalEngineers.ai

A practical risk matrix for deciding which legal workflows AI can safely automate, which need mandatory legal review, and which must stay attorney-led — scored on client impact, source reliability, reversibility, and confidentiality.