Document review is one of the most resource-intensive phases of litigation. Large-scale productions often involve hundreds of thousands of documents, compressed timelines, evolving discovery obligations, and significant privilege considerations. As data volumes continue to increase, legal teams are under growing pressure to manage review workflows efficiently while maintaining consistency and defensibility throughout the process.
Key Takeaway
A defensible document review process reduces cost, improves consistency, and minimizes litigation risk. Law firms and legal departments that combine structured workflows, early case assessment, technology-assisted review, and experienced review teams can significantly reduce review volume while maintaining defensibility at scale.
Below are five steps to building a document review process that is faster, more defensible, and built to scale.
1. Define relevance and scope before review begins.
Document review is fundamentally a classification exercise. Reviewers are making binary decisions, relevant or not relevant, hundreds of thousands of times. Without a precise definition of relevance, those decisions will be inconsistent, and inconsistency is expensive.
Before the first document is opened, the review team should have:
- A written relevance framework tied directly to the discovery requests or legal issues in the case
- A defined keyword list or concept set, with context explaining why each term matters
- A coding guide that distinguishes relevant documents from those that are merely interesting
For large-scale productions, this upfront investment in scope definition, combined with ECA culling tools, routinely reduces total review volume by 50–70% before attorney review begins.
2. Build a standard operating procedure for the review team.
Document review workflows are most effective when reviewers operate within a clearly defined and standardized framework. A structured standard operating procedure (SOP) helps maintain consistency across review teams while supporting defensibility throughout the discovery process.
An effective review SOP covers:
- How to apply each coding category, with examples of close calls
- Escalation protocols for potentially privileged, confidential, or hot documents
- Quality checkpoints, including sampling rates and inter-rater reliability targets
- Communication protocols between reviewers, project managers, and supervising attorneys
A documented SOP helps maintain consistency across review teams, supports quality control processes, and creates a more defensible document review workflow.
3. Conduct simultaneous relevance and privilege review.
In larger productions, review teams may conduct relevance, privilege, and confidentiality review within a coordinated workflow rather than through separate review stages. With clearly defined coding protocols and escalation procedures, simultaneous review can help streamline document handling while maintaining consistency across the review process.
For matters involving sensitive communications or substantial privilege considerations, structured QC and escalation workflows remain important to supporting defensibility throughout production.
4. When should TAR and review technology be applied?
Technology-assisted review (TAR) and AI-powered review tools help legal teams manage large-scale document collections more efficiently when implemented within a structured review workflow. The most common mistake is deploying technology without a clear culling and prioritization strategy.
A practical technology workflow:
- Early case assessment (ECA): Use analytics to map data volume, date ranges, custodians, and file types before review begins
- Culling: Apply keyword filters, date restrictions, and deduplication to eliminate non-responsive documents before human review
- TAR/predictive coding: For productions exceeding 100,000 documents, TAR can reduce document volume substantially.
- Quality control: Use structured QC workflows, targeted searches, and supervisory review procedures to help maintain consistency and defensibility across large-scale productions.
Courts have recognized TAR and predictive coding as acceptable review methodologies in federal discovery practice, including in Da Silva Moore v. Publicis Groupe and Rio Tinto PLC v. Vale S.A.
5. Staff the review with trained, experienced attorneys.
Review consistency and defensibility are closely tied to reviewer experience, training, and supervisory workflows. Experienced reviewers make faster, more consistent coding decisions, escalate issues correctly, and require less QC intervention, all of which reduces cost per document and total project timeline.
Baer Reed’s document review teams are staffed entirely by licensed attorneys. Our document review services are available for law firms and in-house legal departments on a matter-by-matter or ongoing basis. Contact us to learn how our document review services support scalable litigation and investigation workflows.
FAQs
An effective document review process includes defining relevance before review begins, implementing a standardized review workflow, conducting simultaneous relevance and privilege review, applying technology-assisted review strategically, and staffing matters with experienced review attorneys supported by structured QC processes.
Read More: How to Ensure Your Legal Document Review Process Is Comprehensive
Yes. Courts have repeatedly upheld TAR and predictive coding as defensible methodologies when implemented within a structured review workflow. Proper validation, QC sampling, and review protocols remain critical to defensibility.
Read More: Defensible Privilege Review in eDiscovery
Quality control ensures review consistency, improves coding accuracy, and reduces the risk of missed responsive or privileged documents during production. Structured QC workflows are especially important in large-scale productions involving multiple reviewers and accelerated timelines.
Read More: Understanding the QC Process in Document Review
Protective orders and confidentiality stipulations determine how sensitive documents are handled, reviewed, and produced during litigation. Review teams must apply consistent confidentiality coding and escalation protocols throughout the workflow.
Read More: Document Review Special Considerations With Confidentiality Protective Orders
Document review teams must identify, classify, and safeguard sensitive personal information throughout discovery. PII handling protocols help reduce compliance risk and ensure productions align with jurisdiction-specific privacy requirements.
Read More: Navigating State-Specific PII Definitions
Read More: Safeguarding PII: FAQs Related to PII
Law firms outsource document review when productions exceed internal staffing capacity, timelines require rapid scale-up, or matter economics demand lower review costs. Specialized LPO teams provide scalable attorney review support while maintaining defensible workflows and quality standards.
Read More: Benefits of Outsourcing eDiscovery Document Review
Read More: Optimizing Legal Support with Managed Document Review








Mr. Reyes graduated with honors from the Ateneo de Manila University, where he received the Procter and Gamble Student Excellence Award. He obtained his Juris Doctor degree from the Ateneo de Manila School of Law. During law school, Mr. Reyes was part of the Philippine delegation to the Willem C. Vis International Commercial Arbitration Moot held in Vienna, Austria. He was also a member of the Ateneo Society of International Law and the St. Thomas More Debate Society. He completed his internship at the Public Attorney’s Office. He wrote a thesis entitled: “To Kill A White Elephant: An Analysis of the Fiduciary Exception to the Corporate Attorney-Client Privilege”. Mr. Reyes is admitted to practice law in the Philippines and the State of New York.
Matthew Hersh earned a B.A. in Political Science from Columbia University in 1990 and graduated cum laude from Georgetown University Law Center in 1999. He also holds a master’s degree in international relations from the Georgetown University School of Foreign Service.
Cap. Avi Levak (Res. IDF) graduated from from Israel’s prestigious Ben-Gurion University of the Negev with a Bachelor of Science in Computer Science and Mathematics. He is also a Leadership and Communication coach trained in TuT coaching by Alon gal in Israel. Avi specializes in high-level, in-depth analysis of business and client needs, within systems and software strategy and architecture.
Ms. Lardizabal-Manzano is a graduate of San Sebastian College-Recoletos, where she earned her B.A. in Political Science. In 2003, she received her law degree from Lyceum of the Philippines and was admitted to practice law in 2004.
Mr. De Guzman graduated from San Beda College with a degree of Bachelor of Arts Major in Economics and received his law degree from San Beda College of Law. He is multilingual and is fluent in three languages: Chinese, Filipino, and English. He was admitted to the Philippine Bar in 2003.
Ms. Aquino-Batallones obtained a Bachelor of Arts degree in Development Studies (with Minors in Global Politics and Hispanic Studies) from the Ateneo de Manila University. In 2011, she received her Juris Doctor degree from Ateneo de Manila University School of Law. During law school, she interned at Romulo Mabanta Buenaventura Sayoc & de los Angeles then became an intern of Ateneo Legal Services Center’s Clinical Legal Education Program.
Ms. Cruz-Anonuevo graduated cum laude and top nine in her batch from Miriam College with a degree of Bachelor of Arts in InternationalStudies. She obtained her Juris Doctor degree from Ateneo de Manila University School of Law in Rockwell. During law school, she interned in Rivera, Santos, Maranan & Associates. She was also part of Ateneo’s Labor Law Bar Operations. She wrote her thesis on, “Stealing Privacy: Limitations on Media’s Photographic Invasion.,” Ms. Cruz-Anonuevo is admitted to practice law in the Philippines.
Ms. Tyler graduated cum laude from Georgetown University and received her law degree, cum laude, from Georgetown University Law Center. During law school, she interned at the United Nations Economic Commission for Europe. She also worked on The Tax Lawyer journal and was a member of the award-winning Barristers’ Council Mock Trial Team. Ms. Tyler is admitted to practice law in the State of California and the District of Columbia.