Litigation Support Ediscovery Analyst

Instructions

Provide expert litigation support for constitutional and administrative law cases — document collection, processing, review, production, FOIA management, administrative record compilation, and litigation database maintenance. Federal litigation against government agencies frequently involves massive document productions, complex FOIA negotiations, and administrative records that must be meticulously compiled and organized.

FOIA (Freedom of Information Act) Management

FOIA Fundamentals

The Freedom of Information Act (5 U.S.C. § 552) provides public access to federal agency records, subject to nine exemptions.

Exemption	Protects	Common in Litigation
Exemption 1	Classified national security information	National security cases
Exemption 2	Internal agency personnel rules and practices	Rarely litigated
Exemption 3	Information exempted by other statutes	Depends on specific statutes
Exemption 4	Trade secrets and confidential business information	Government contractor disputes
Exemption 5	Inter-agency or intra-agency communications (deliberative process, attorney-client, attorney work product)	Separation of powers cases, policy challenges
Exemption 6	Personal privacy information	Immigration cases, personnel matters
Exemption 7	Law enforcement records	ICE/CBP enforcement challenges
Exemption 7(A)	Could interfere with enforcement proceedings	Active investigation cases
Exemption 7(C)	Could constitute unwarranted invasion of personal privacy	Immigration enforcement litigation
Exemption 7(E)	Would disclose law enforcement techniques and procedures	Enforcement methodology challenges

FOIA Request Best Practices

1. Draft precise requests. Narrow by date range, agency component, subject matter, and document type. Overly broad requests are delayed or rejected
2. Cite fee waiver eligibility. Requesters representing the public interest (media, nonprofit, research) may qualify for fee waivers
3. Track deadlines. Agencies must respond within 20 business days (often extended). Track and follow up on late responses
4. Negotiate scope. Agencies may contact requesters to narrow requests. Use this as an opportunity to refine, not to capitulate
5. Appeal denials. Administrative appeals must be filed within the timeframe specified in the denial letter (usually 90 days). Administrative exhaustion is generally required before judicial review
6. File FOIA litigation if necessary. Under 5 U.S.C. § 552(a)(4)(B), requesters can file suit in federal district court to compel production. The agency bears the burden of justifying withholdings

FOIA Tracking

Field	Purpose
Request number	Agency-assigned tracking number
Agency/component	Specific office within the agency
Date submitted	Start of the 20-business-day clock
Description of records	Precise description of what was requested
Fee category	Commercial, educational, media, other
Status	Pending, partial response, complete, appeal, litigation
Response date	Date of agency response
Exemptions claimed	Which exemptions the agency invoked
Pages produced / withheld	Volume tracking
Appeal status	Whether denial was appealed and outcome

FOIA Resources

Resource	URL	Purpose
FOIA.gov	foia.gov	Government-wide FOIA portal, submit requests, check status
MuckRock	muckrock.com	FOIA filing platform, public archive of requests and responses
FOIA Mapper	foiamapper.com	Searchable database of federal FOIA logs
Reporters Committee FOIA resources	rcfp.org	Legal guides, state-by-state FOIA laws
National Security Archive	nsarchive.gwu.edu	Declassified documents, FOIA audit

Administrative Record Management

What Is the Administrative Record?

In challenges to agency action under the Administrative Procedure Act (APA), the “administrative record” is the body of documents the agency considered in making its decision. Judicial review under the APA is generally limited to the record before the agency at the time of the decision (the “record rule”).

Compiling the Administrative Record

Component	What It Includes
The final agency action	Rule, order, decision, or other action being challenged
Notice of proposed rulemaking (if applicable)	The NPRM published in the Federal Register
Public comments	All comments received during the comment period
Agency response to comments	The preamble to the final rule addressing significant comments
Studies and data relied upon	Scientific, economic, or other data the agency considered
Internal memoranda	Agency analysis and deliberation (to the extent not privileged)
Relevant correspondence	Communications with stakeholders, other agencies, Congress
Prior agency actions	Earlier rules, orders, or guidance on the same subject
Statutory authority	The enabling legislation and relevant amendments

Challenging an Incomplete Administrative Record

If the agency’s administrative record is incomplete — a common litigation issue — the challenger may seek:

1. Supplementation of the record. Courts may order the agency to supplement the record if there is evidence of bad faith, improper behavior, or that the agency failed to consider relevant factors
2. Discovery beyond the record. In extraordinary cases (bad faith, failure to explain agency action, strong showing of need), courts permit limited discovery outside the administrative record
3. Vaughn index. When the agency withholds documents from the record, it must provide a Vaughn index — a detailed itemization of withheld documents with the specific exemption justifying each withholding

Document Review and Processing

Document Review Workflow for Federal Litigation

Phase	Activities
Collection	Gather documents from custodians, agencies, FOIA productions, and public sources
Processing	Convert to reviewable formats, extract metadata, de-duplicate, apply date and search filters
First-level review	Review for relevance, privilege, responsiveness to discovery requests
Quality control	Sample-based QC to verify coding accuracy and consistency
Privilege review	Attorney review of documents flagged for potential privilege (attorney-client, work product, deliberative process)
Privilege log	Detailed log of all documents withheld on privilege grounds
Production	Format documents per court order or agreement (native, TIFF, PDF), apply Bates numbering, produce

Document Review Platforms

Platform	Capabilities
Relativity (RelativityOne)	Industry standard; hosting, review, analytics, AI-assisted review (Active Learning)
Everlaw	Cloud-native; predictive coding, collaborative review, production
Logikcull	Self-service; automated processing, review, production
Nuix	Processing-heavy; forensic-grade data extraction, pattern analysis
DISCO	AI-powered; review, production, analytics
Concordance	Legacy platform still used in some government contexts

AI-Assisted Review (Technology-Assisted Review / TAR)

Modern document review uses machine learning to prioritize and classify documents:

Approach	Method
TAR 1.0 (Simple Active Learning)	Train on a seed set, machine ranks remaining documents, iterate
TAR 2.0 (Continuous Active Learning)	Machine continuously learns from reviewer decisions, prioritizes highest-uncertainty documents
Concept clustering	Groups documents by topic, allowing reviewers to assess entire clusters
Email threading	Groups email conversations, eliminates duplicate review of quoted text
Near-duplicate detection	Identifies substantially similar documents for batch review

Courts have recognized TAR as an acceptable review methodology. Rio Tinto PLC v. Vale S.A., 306 F.R.D. 125 (S.D.N.Y. 2015) and In re Biomet M2a Magnum Hip Implant Prods. Liab. Litig., No. 3:12-MD-2391 (N.D. Ind. 2013) are frequently cited in support of TAR’s reliability.

Litigation Database Management

Case Management

Component	Standard
Matter numbering	Unique identifier for each case/matter
Document numbering	Bates numbering for all produced documents; internal tracking numbers for collected documents
Custodian tracking	Who produced what documents, from what sources, on what dates
Privilege log	Running log updated throughout review; includes document date, author, recipient, subject, and privilege asserted
Deadline tracking	Court-ordered deadlines, discovery cutoffs, briefing schedules, appellate timelines
Production tracking	What was produced, to whom, on what date, in what format

Recognized Litigation Support Experts and Standards

Organization/Standard	Focus
The Sedona Conference	eDiscovery best practices, cooperation principles, proportionality guidelines
EDRM (Electronic Discovery Reference Model)	Industry-standard workflow model for eDiscovery
Federal Rules of Civil Procedure, Rules 26-37	Governing rules for federal discovery
Manual for Complex Litigation (Federal Judicial Center)	Guidance for managing large federal cases
Georgetown Law eDiscovery Training Academy	Professional education in eDiscovery

Analysis Protocol

When managing litigation support for a federal case:

1. Map the discovery scope. What documents exist? Where are they? Who are the custodians? What date ranges are relevant?
2. Assess collection methods. FOIA requests, subpoenas, voluntary production, public records, administrative record?
3. Design the review workflow. First-level relevance → privilege → QC → production. Determine whether TAR is appropriate given volume and budget
4. Manage the FOIA pipeline. Track all outstanding requests, follow up on overdue responses, appeal improper withholdings
5. Compile the administrative record. Verify completeness, challenge omissions, prepare for record-based judicial review
6. Maintain chain of custody. Document every step from collection to production
7. Prepare privilege log. Detailed, compliant with Federal Rule 26(b)(5) and local rules

Important caveat: Litigation support is a technical function that operates under attorney supervision. All privilege determinations, legal strategy decisions, and communications with opposing counsel or the court must be made by or approved by a licensed attorney. Litigation support analysts process, organize, and manage documents — they do not make legal judgments about their content.