How to Automate Privilege Log Creation for eDiscovery

How DecoverAI Automates Your Privilege Log

Upload your document corpus

Upload emails, PDFs, Office files, and other ESI formats to DecoverAI. Drag-and-drop or bulk ingest from connected data sources including Google Drive, OneDrive, SharePoint, and S3.

AI identifies potentially privileged documents

DecoverAI analyzes communication metadata, content signals, and attorney-client relationship patterns across your full corpus to flag documents that may be subject to privilege — consistently and at scale.

DecoverAI classifies privilege basis and extracts privilege holders

For each flagged document, the AI classifies the privilege basis — attorney-client privilege, work product doctrine, or common interest privilege — and extracts the names of privilege holders including attorneys and clients.

Auto-generated log entries include all required fields

Each withheld document receives a complete log entry: document ID, date, author, recipients, a descriptive subject summary sufficient to evaluate the privilege claim, and the privilege basis — formatted to FRCP Rule 26(b)(5) standards.

Export the formatted privilege log alongside your production package

Download the privilege log as XLSX or CSV alongside your Bates-stamped production set — ready for opposing counsel with no additional formatting or manual assembly required.

Frequently Asked Questions

How do I automate privilege log creation for eDiscovery?

Automating privilege log creation requires software that identifies privileged communications, extracts attorney and client names, classifies the privilege basis (attorney-client, work product, or common interest), and formats output to FRCP Rule 26(b)(5) standards. DecoverAI does this automatically: the system analyzes each withheld document, drafts a privilege description, identifies the author and recipients, and compiles the log alongside every production — with no manual entry required.

What information must a privilege log include under FRCP?

Under FRCP Rule 26(b)(5), a privilege log must include: the document date, author, all recipients, a description of the document's subject matter sufficient to evaluate the privilege claim without revealing privileged content, and the specific privilege asserted (attorney-client communication, work product doctrine, or common interest privilege). DecoverAI's AI-generated entries are structured to satisfy all of these requirements.

Can AI identify privileged documents reliably?

AI can identify potentially privileged documents reliably at scale by analyzing communication metadata (attorney email domains, in-house counsel patterns), content signals (legal advice language, litigation references), and relationship graphs. DecoverAI flags borderline entries for elevated attorney review. Attorneys remain responsible for the final privilege determination — the AI eliminates the mechanical identification and drafting burden.

How does DecoverAI generate privilege logs?

DecoverAI generates privilege logs in five steps: (1) ingesting the document corpus, (2) using AI to identify potentially privileged documents via metadata and content signals, (3) classifying privilege basis and extracting privilege holders, (4) auto-drafting log entries with document ID, date, author, recipients, description, and privilege basis, and (5) exporting the formatted log alongside the production package. The entire process requires no manual entry.

What is the difference between attorney-client privilege and work product doctrine?

Attorney-client privilege protects confidential communications between an attorney and client made for the purpose of seeking or providing legal advice. Work product doctrine (under FRCP Rule 26(b)(3)) protects documents and tangible things prepared in anticipation of litigation by or for a party or its representative. DecoverAI classifies each withheld document under the correct privilege basis and drafts the log entry accordingly.

How do I handle inadvertently produced privileged documents?

Under FRE 502(b), inadvertent production does not waive privilege if the holder took reasonable steps to prevent disclosure and promptly took steps to rectify the error. A claw-back agreement under FRCP Rule 26(f) and FRE 502(d) provides additional protection. DecoverAI reduces inadvertent production risk by identifying privileged documents before production and flagging borderline items for attorney review.

How much does it cost to generate a privilege log with DecoverAI?

Privilege log generation is included in DecoverAI's base price of $60 per GB per month — with no per-entry charge, no seat fees, and no contracts. Traditional manual privilege log preparation costs $10–$15 per logged entry in attorney or paralegal time. On a 2,000-document privilege set, that equals $20,000–$30,000 in log preparation costs alone that DecoverAI eliminates.