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Legal operations · 2025 · ACM Queue

AI extraction accuracy rises with human confirm loops — Legal operations study #104

Research on legal operations: ai extraction accuracy rises with human confirm loops. Includes methodology notes, sample sizes, and operator implications.

This study summary is part of Route5's research catalog on execution, accountability, and AI-assisted operations. Use it to inform desk defaults, capture review, and escalation playbooks in your workspace.

Operator takeaway: AI extraction accuracy rises with human confirm loops.