Attorney-client privilege is the legal doctrine that protects confidential communications between a lawyer and client made for the purpose of seeking or providing legal advice, shielding those communications from compelled disclosure in legal proceedings.
Last reviewed: 2026/05/19
In the legal AI context, confidentiality refers to the obligation of lawyers and legal AI vendors to protect client information from unauthorized disclosure, and to the technical and contractual measures that implement that protection when client data is processed by AI systems.
Legal PracticeA privilege log is a document produced in discovery that identifies each document withheld from production on grounds of privilege, describing the document without disclosing privileged content, enabling the opposing party to assess the validity of the privilege claim.
CapabilityPrivilege review is the process of examining documents in an e-discovery collection to identify and withhold materials protected by attorney-client privilege, work product doctrine, or other applicable privileges before production to opposing parties.
SecurityZero retention is a data handling policy under which an AI tool vendor does not store or retain any client-submitted content after the active processing session ends, ensuring that confidential information is not persisted on the vendor's servers.
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Last reviewed: 2026/05/19. Definitions are written by the LawyerAI Editorial team. Commercial relationships are disclosed and do not determine editorial scores or conclusions. See our Sponsorship & Affiliate Disclosure.
Attorney-client privilege is the legal doctrine that protects confidential communications between a lawyer and client made for the purpose of seeking or providing legal advice, shielding those communications from compelled disclosure in legal proceedings.
Attorney-client privilege is one of the oldest and most fundamental protections in legal practice. It enables clients to communicate candidly with their lawyers — sharing potentially damaging information that the lawyer needs to provide competent advice — without fear that the communication will be used against them in litigation.
The privilege belongs to the client, not the lawyer. The client can waive it; the lawyer cannot. Disclosure of privileged communications to third parties, including AI tools, raises the question of whether privilege is waived by sharing the communication with a party outside the attorney-client relationship.
This is not a theoretical concern. When lawyers upload confidential client communications or legal advice memos to cloud-based AI tools, they are transmitting privileged material to a third-party service provider. Whether this transmission constitutes waiver depends on: whether the disclosure was made in a manner that was reasonably calculated to maintain confidentiality; whether the vendor is acting as an agent of the lawyer in a manner consistent with maintaining privilege; and the specific terms of the vendor agreement.
Most enterprise legal AI vendors include contractual language treating their services as confidential agents — analogous to legal secretaries, paralegals, or outside vendors traditionally used in legal work — to preserve privilege. Lawyers should confirm this in the vendor agreement before uploading privileged material.
Legal AI platforms take various approaches to protecting attorney-client privilege in their data handling. Enterprise tools like Harvey AI and CoCounsel include vendor agreements designed to preserve privilege by positioning the tool as a confidential agent of the law firm, with contractual prohibitions on disclosure of client content.
E-discovery platforms like Relativity AI and Everlaw are well-established in enterprise legal environments and have data handling practices developed specifically for work with privileged legal matter materials, including encryption standards and non-disclosure commitments.
For organizations handling highly sensitive privileged communications — government investigations, M&A transactions with significant confidentiality stakes — some AI vendors offer on-premise deployment options that avoid transmitting privileged content to external servers at all. This provides the strongest privilege protection but requires more infrastructure.
The practical guidance is: before using any AI tool with material that includes attorney-client communications or legal advice, review the vendor's data handling terms and confirm the basis for privilege preservation. Document this review in the matter file.