AI Governance Basics
What is AI governance in a law firm?
AI governance in a law firm is the structured process of identifying, controlling, and supervising how artificial intelligence is used across legal workflows. It is not a technology function alone. It is a professional responsibility function that sits at the intersection of legal ethics, risk management, and operational oversight.
In practice, AI governance requires a firm to understand where AI is being used, what types of data are involved, how outputs are generated and verified, and who is responsible for oversight at each stage. This includes both formal tools adopted by the firm and informal use of publicly available systems by attorneys or staff. Without visibility into both, governance is incomplete.
A well-governed environment establishes clear expectations for acceptable use, defines supervision requirements, and implements controls designed to reduce risk. These controls may include restrictions on entering client-sensitive information into certain systems, requirements for independent verification of AI-generated output, and documented policies governing tool selection and usage. Governance also includes ongoing monitoring and periodic reassessment as tools and workflows evolve.
For law firms, the defining characteristic of effective AI governance is not whether AI is used, but whether its use is controlled and explainable. A firm should be able to demonstrate how decisions were made, how risks were evaluated, and how oversight is maintained. This is particularly important when responding to client inquiries, regulatory scrutiny, or professional responsibility concerns.
Read more: AI Governance for Law Firms
Related: Defensible AI Use in a Law Firm
Why do law firms need AI governance?
Law firms need AI governance because artificial intelligence directly affects how legal work is produced, reviewed, and delivered, and therefore implicates core professional obligations. The absence of governance does not prevent AI use; it simply allows it to occur without visibility or control.
In many firms, AI adoption begins informally. Attorneys or staff may use AI tools for drafting, summarization, research support, or internal communications without a consistent framework guiding how those tools should be used. Over time, this creates fragmented practices where different individuals apply different standards, often without documentation or oversight. This inconsistency is itself a source of risk.
The primary risks associated with unmanaged AI use include improper handling of confidential information, reliance on inaccurate or unverified output, inadequate supervision of nonlawyer personnel and tools, and potential misalignment with client expectations. These risks are not hypothetical. Courts have already taken action in response to improper AI use, and scrutiny is increasing across the legal profession.
Governance provides a structured way to address these issues before they result in adverse outcomes. It allows a firm to define acceptable use, establish verification standards, assign supervisory responsibility, and document its approach to managing AI-related risk. This documentation is critical when responding to inquiries from clients, regulators, or insurers.
From a business perspective, governance also supports more consistent and confident adoption of AI. Firms that understand their risk profile are better positioned to deploy AI in a way that aligns with their obligations while still realizing operational benefits. Firms without governance often either over-restrict usage due to uncertainty or over-expose themselves due to lack of control.
Read more:Why Law Firms Need AI Governance
Related:AI Risks and Sanctions in Law Firms
What is the AI Governance Phase 0™ Assessment?
The AI Governance Phase 0™ Assessment is a structured evaluation designed to establish a baseline understanding of how artificial intelligence is used within a law firm and where associated risks exist. It is intended to be completed before formal policy development, before broad tool deployment, and before workflow redesign.
Phase 0 focuses on identifying current and potential AI usage across the firm, including both sanctioned tools and informal usage. It examines how AI is being applied in drafting, research, client communications, administrative processes, and other operational areas. It also evaluates how data is handled, how outputs are verified, and how supervision is exercised.
The assessment typically measures two core dimensions: governance maturity and professional responsibility alignment. Governance maturity reflects the extent to which structured controls, policies, and oversight mechanisms are in place. Professional responsibility alignment evaluates how current practices relate to obligations such as confidentiality, competence, communication, and supervision. Together, these dimensions provide a defensibility-oriented view of the firm’s current state.
One of the key outputs of the assessment is a defensibility score, which helps the firm understand how well it could justify its AI use under scrutiny. This is not a certification of compliance and does not eliminate risk. Rather, it is a structured way to identify gaps, prioritize remediation efforts, and guide the next phase of implementation.
The primary value of Phase 0 is that it prevents firms from making decisions based on assumptions. Without a baseline assessment, firms often design policies or select tools without fully understanding their exposure. This can result in controls that are misaligned with actual usage or gaps that remain unaddressed.
For most law firms, Phase 0 is the appropriate starting point because it establishes the factual foundation needed to design effective governance. It enables informed decision-making and supports a more defensible approach to AI adoption.
Read more:AI Governance Phase 0™ Assessment Explained
Related:How Law Firms Should Start Using AI Responsibly
Artificial intelligence in legal practice is governed by existing professional responsibility frameworks. Understanding how those rules apply is essential to building a defensible approach. The next section addresses how ethical obligations intersect with AI use, including the specific rules that apply to attorneys.
→ Continue to: Ethical & ABA Rules