Litigation Document Review
EDRM aligned review for litigation matters
Litigation review demands senior leadership, disciplined workflows, and operational clarity.
DAS delivers litigation document review that is practical, defensible, and aligned to counsel’s strategy. We operate as a review and investigation partner - providing operational leadership, governed advanced workflows, and technology agnostic delivery to support disclosure obligations and litigation outcomes. We integrate seamlessly with law firms, corporate legal teams, technology service providers, and forensic partners, bringing senior review leadership, governed workflows, and cross jurisdictional experience to every matter.
Cross jurisdictional support
United Kingdom litigation
- Disclosure and inspection workflows aligned to CPR and Practice Directions - relevance and proportionality embedded in review design.
- Privilege and confidentiality workflows consistent with UK standards - operational controls for legal professional privilege and related protections.
- Support for disclosure models and practical disclosure exercises - operationalising disclosure models and producing defensible outputs.
- AI-assisted review workflows governed for defensibility - AI used where it strengthens outcomes, with validation and audit trails to support disclosure obligations.
- Issue-based review aligned to counsel’s disclosure strategy - coding and reporting designed to meet the needs of disclosure and case preparation.
- Proportionality emphasis - review scope, sampling, and reporting calibrated to proportionality principles so cost, burden, and relevance are balanced and documented.
European Union litigation and regulatory matters
- GDPR-aligned review workflows - defensible handling of personal data, minimisation principles, and governed redaction protocols.
- Regulatory investigation support - structured review paths for inquiries from EU regulators, supervisory authorities, and competition bodies.
- Cross-border disclosure workflows - operational controls for data transfers, jurisdictional restrictions, and multi-country review coordination.
- Privilege and confidentiality considerations - workflows aligned to EU privilege standards, including in-house counsel privilege limitations and competition-law privilege rules.
- Proportionality and necessity-based review design - review scope, sampling, and reporting calibrated to EU proportionality principles and regulatory expectations.
- Language-diverse dataset handling - governed workflows for multilingual review, translation QC, and issue-aligned coding across multiple languages.
- Competition and antitrust matter support - defensible review workflows for DG COMP and national competition authority investigations, including rapid issue identification and escalation.
- AI-assisted review governed for EU compliance - AI applied within GDPR-compliant frameworks, with audit trails, validation, and human oversight.
United States litigation
- FRCP aligned responsiveness review - structured coding and validation to support discovery obligations.
- Privilege assessment workflows - defensible privilege identification, escalation, and logging processes.
- Clawback and waiver strategy support - operationalising protections to limit waiver risk.
- Validation and certification considerations - sampling, elusion testing, and documentation to support counsel’s discovery certifications.
- Regulatory and CID response workflows - rapid, defensible review paths for time sensitive regulatory or investigatory requests.
- Issue coding aligned to case strategy - review taxonomies and coding schemes designed to surface the documents that matter to counsel.
- FCPA and anti corruption review support - governed workflows for identifying bribery related communications, financial irregularities, third party risk indicators, and red flag patterns aligned to DOJ/SEC expectations.
TAR as the proven base workflow - enhanced, not replaced
Technology Assisted Review (TAR) remains a proven, defensible base workflow for litigation review. DAS uses TAR principles as the foundation for review design and then applies advanced analytics and modern AI to make that workflow more efficient, faster, and more consistent where appropriate.
- TAR as foundation - statistically grounded sampling, iterative training, and validation remain core controls.
- Advanced analytics — clustering, near-duplicate detection, and communication mapping improve prioritisation and issue identification.
- GenAI augmentation — generative and classification models accelerate coding and surface likely issues, always within governed processes.
- Specialist control and validation - every automated step is subject to senior oversight, sampling, and QC so presumptive classifications are confirmed or escalated before production.
Early Case Assessment - DAS’s legal issue driven ECA
DAS’s Early Case Assessment (ECA) combines advanced technical dataset profiling with legal issue analysis to evaluate the dataset through the lens of the claims, defences, and strategic questions at stake.
Deliverables include:
- dataset profiling and custodian mapping;
- issue and risk indicators tied to legal claims and defences;
- communication and timeline reconstructions;
- early privilege and confidentiality flags;
- suggested review scope and proportionality options;
- decision-ready reporting that connects dataset patterns to the legal issues at stake, giving counsel actionable intelligence early in the matter.
Integrating modern AI - how DAS applies it, defensibly
DAS integrates modern AI into governed, defensible review workflows, ensuring every automated step is controlled, validated, and aligned to counsel’s strategy.
- Governed deployment - AI used only where it demonstrably improves outcomes under proper oversight.
- Presumptive classification - AI outputs treated as presumptive; privilege and responsiveness decisions follow escalation rules.
- Validation and sampling - every AI-assisted workflow includes sampling, elusion testing, and documented QC.
- Hybrid and multi-pass workflows - combining AI passes with targeted human review for precision and privilege assurance.
- Total cost and risk modelling - ensuring AI delivers real value across review, QC, hosting, and disclosure.
- Auditability and reporting - full audit trails, prompt/version control, and defensible reporting.
Practical outputs and counsel support
DAS delivers litigation ready outputs and operational support:
- defensible coding and production sets;
- privilege logs and privilege QC;
- validation reports and sampling documentation;
- issue based reports and timelines for trial preparation;
- operational playbooks and review memos;
- senior review leadership and escalation support.
Litigation review is both an operational and legal exercise. DAS combines senior operational leadership, structured workflows, and carefully governed technology to deliver outcomes that support counsel’s legal strategy and disclosure obligations while managing cost and risk.