Conflict of Interest Analysis Checklist

CONFLICT OF INTEREST ANALYSIS — AI Tool Access to Client Files ETHICS QUESTION: Our firm is evaluating an AI legal research and drafting tool that, as part of its service agreement, requires access to client files to improve its underlying model. Does this arrangement implicate professional responsibility rules regarding conflicts of interest, confidentiality, or impermissible disclosure? ANALYSIS: The proposed AI tool arrangement implicates at least three distinct professional responsibility concerns that must be resolved before adoption. CONCERN 1 — CONFIDENTIALITY OF CLIENT INFORMATION: Attorney-client confidentiality obligations extend to all information relating to the representation of a client. Providing a third-party AI vendor with access to client files — even if contractually restricted to model training purposes — constitutes a disclosure of confidential information. Established professional responsibility frameworks consistently hold that attorneys may only disclose client information to non-attorneys assisting in the representation where: (a) the disclosure is necessary for the engagement, and (b) the attorney makes reasonable efforts to prevent further unauthorized disclosure. Training an AI model on client data does not fall within the scope of "necessary for the representation" — it benefits the vendor's commercial product, not the client. This distinction is critical. CONCERN 2 — DUTY TO OBTAIN INFORMED CONSENT: If the firm wishes to proceed despite the confidentiality concern, client informed consent would be required. Informed consent means the client must be told: what data is being shared, with whom, how it will be used, what risks attend the disclosure, and that the client may decline without affecting the representation. Obtaining informed consent for an AI training data arrangement from every existing and prospective client is operationally burdensome and, if consent is declined, creates an awkward two-tier service model. CONCERN 3 — CONFLICT WITH DUTIES TO CURRENT CLIENTS: If the vendor's model is trained on one client's data and that training influences outputs generated for a different client or matter — including, potentially, an adverse party — the firm may face a claim that it indirectly transmitted one client's confidential strategies to an adverse party's counsel who uses the same tool. RECOMMENDATION: Do not adopt the tool in its proposed form. Require the vendor to provide a contractual commitment that client data will not be used for model training, will be used only for the specific legal tasks the attorney directs, and will be promptly deleted after each session. Engage your jurisdiction's bar association ethics hotline for a formal opinion before deployment. This analysis is for informational purposes only and does not constitute a formal ethics opinion. Consult your state bar's ethics counsel for authoritative guidance.