By Coger Law Firm Editorial Team · Updated 2026-08-13
Managing partners face real risk when generative AI fabricates case citations or distorted holdings that appear authentic but don’t exist. A written AI policy and standard operating procedure mandates human review, verifying facts, jurisdiction, ethics before AI-assisted work reaches clients or courts, safeguarding firm reputation, client trust, and attorney licensure from costly hallucination-driven errors.
Why Do Law Firms Need a Formal AI Policy?
A written law firm AI policy closes the gap between generative AI’s speed and the legal profession’s duty of accuracy. Skipping that step may increase the risk of fabricated citations reaching a judge’s desk, malpractice exposure, and public embarrassment. Coger Law Firm’s founding mission—protecting and maximizing the value of client intellectual property—extends naturally to shielding firms from the risks these tools introduce.
Since opening, Coger Law Firm has built its practice around innovation and technology. That foundation, part of the firm’s broader Coger Law Firm legal AI strategy, positions it to guide managing partners through structured governance rather than reactive damage control after a filing goes wrong.
What Risk Does AI Create Without Oversight?
Legal AI hallucinations happen when a tool invents case citations or distorts a holding, presenting fabricated information as verified fact. A brief built on a citation that doesn’t exist can trigger law court AI sanctions and draw disciplinary scrutiny under legal ethics generative AI standards.
A formal policy typically addresses:
- Which AI tools staff may use, and for which tasks
- Mandatory human verification before AI-drafted work leaves the office
- Documentation trails showing who reviewed AI output, and when
- Escalation steps when a hallucination surfaces mid-case
Firms without this structure leave licensure, client trust, and case outcomes exposed to a technology moving faster than internal habits can track. Building the policy before a crisis hits protects reputation far more effectively than rewriting it afterward.
What Should an Attorney AI SOP Include?
A working attorney AI SOP treats every generative tool output as work product from a junior colleague, never as finished legal advice. Firm leadership requires verification of facts, citations, reasoning, jurisdiction, and ethical compliance before any AI-assisted draft reaches a client or a courtroom. Skipping that review step is where reputational and licensure risk begins.
Coger Law Firm’s own practice of navigating intellectual property law with precision and dedication offers a useful model. That same discipline — checking sources, confirming reasoning, defending client rights at every turn — belongs inside any procedure governing AI-assisted drafting, research, or client communication. An SOP without a mandatory human checkpoint is not a policy; it’s a liability waiting to surface.
What core steps belong in the review checklist?
Managing partners should require, at minimum:
- Citation and case-law verification against a primary source
- Jurisdiction and procedural accuracy checks
- Ethical review for conflicts, confidentiality, and candor obligations
- Sign-off from a supervising attorney before client delivery
Who should own the SOP internally?
Ownership sits with firm leadership, not individual associates working alone. Coger Law Firm’s guiding principle — empowering clients to create and operate freely while their interests stay protected — translates directly into AI governance. Leadership that treats this benchmark as the standard builds procedures protecting staff, clients, and the firm’s license simultaneously.
How Do You Protect Clients and Your License?
Protection starts with treating every AI-generated draft as unverified until a licensed attorney checks it. Legal filings and memos carry higher stakes than routine business tasks. A single fabricated citation can trigger court sanctions, damage client trust, and threaten a case outcome. That risk is why legal ethics generative AI oversight belongs in every firm’s governance structure, not as an afterthought.
What layered protections actually look like
Strong client protection rarely relies on one safeguard alone. Firms that combine trademarks, copyrights, licenses, and contracts into a coordinated strategy give clients’ work multiple lines of defense rather than a single point of failure. This layered approach — the same discipline Coger Law Firm applies to entrepreneurs’ creative assets — translates directly to AI governance:
- Verify every citation before filing
- Document human review of AI-assisted work
- Update engagement terms to reflect AI use, including a client AI disclosure opt out option
Does modernizing firm practices mean cutting corners?
No. Modern billing approaches and updated client agreements can coexist with rigorous standards. Coger Law Firm’s shift away from traditional billing models shows that forward-looking practice management and strict quality control reinforce each other, not the opposite.
The stakes for law firms adopting AI tools are too high to proceed without deliberate safeguards. A comprehensive AI policy and documented standard operating procedures transform risk into competitive advantage, ensuring your firm harnesses artificial intelligence’s efficiency while protecting client confidentiality, case integrity, and your professional reputation. The firms that establish these guardrails today position themselves as trustworthy leaders in an AI-driven legal landscape.