AI Governance in Small Law Firms: Practical Supervision Standards for Responsible AI Use

AI is entering law firm workflows faster than most firms realize — and the supervision burden is growing. This post explains the most common AI governance gaps in small firms and provides a practical framework to establish acceptable-use boundaries, confidentiality safeguards, and meaningful human review standards.