By Industry
Financial Services
Lineal helps financial institutions cut through complexity with defensible workflows, faster insights, and cost control — all led by experts who understand the realities of regulatory pressure, cross-border litigation, and operational risk.
Talk to an Expert What Financial Institutions
Are Achieving with Lineal
reduction in total reviewable data across regulatory responses
records processed in under 2 weeks
annual savings from reusable privilege and responsiveness coding
Key Industry Challenges
The Practice Has Evolved. Has Your Data?
Tight timelines, tighter budgets
Need for institutional memory, not just document recall
Diverse data formats (chats, hyperlinked documents, structured data, images)
Pressure to deliver strategic value — not just results
How We Help Financial Services
Smarter Financial Discovery
Starts with Smarter Data
-
Challenge
Buried in high-volume regulatory data.
Outcome:
Amplify™ Suite of Tools in Relativity uses reusable workflows for privilege, responsiveness, and issue tagging to surface key data quickly.
-
Challenge
No real-time visibility into matter progress or spend.
Outcome:
Command Center provides real-time insight into custodian progress, spend, and key metrics.
-
Challenge
Global investigations, fragmented review teams.
Outcome:
Global Managed Review delivers trained teams equipped for sensitive content, multiple languages, and regulatory nuance.
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Challenge
Inconsistent privilege and redaction logic across matters.
Outcome:
Custom Playbooks standardize privilege logic, terms, and redaction rules across matters.
Case Studies
- Read the Case Study
Industry: Corporate
Accelerating Multi-Jurisdiction Competition Audit Review
Challenge:
Seven countries. Nine languages. 8.6 million documents. A competition law audit that traditional review could not finish in time.
Outcome:
Audit completed on time. Out of 8.6 million documents loaded, only 87,000 required human review. Defensible, regulator-ready results across every jurisdiction.
8.6M
Documents loaded across seven countries and nine languages.
~87K
Documents actually reviewed. A fraction of the total population.
7 Countries, 9 Languages
Consistent, defensible relevance determinations across every jurisdiction.
- Read the Case Study
Industry: Financial services, Investigations
Anti-Money Laundering Investigation for a Global Bank
Challenge:
A major global bank faced an AML investigation requiring review of 12+ million documents under a strict 3-month deadline. High-risk data patterns needed precise identification, and the cost of a traditional review approach was not an option.
Outcome:
Lineal reduced review volume by 97%. Fewer than 3% of documents required manual assessment. Deadline met, defensible results delivered, fixed fee.
97%
Review volume reduced with less than 3% of documents touched by human reviewers.
12M+
Documents processed using AI-powered categorization and clustering.
3 Months
Regulatory deadline met with no delays.
- Read the Case Study
Industry: Pharmaceutical
Defensible Scope Reduction in High-Stakes Pharmaceutical IP Litigation
Challenge:
A Fortune 100 pharmaceutical company needed to review a large, complex document population under litigation pressure. Traditional first-pass review models would have been too slow, too expensive, and too inconsistent.
Outcome:
Lineal eliminated first-pass review entirely. Over 95% of the document population was reduced before a human reviewer saw a single document. Full defensibility maintained.
95%+
Review volume reduced before human review began.
70%
Additional reduction post-Amplify™ through AI-assisted relevance assessment.
100%
Defensible decisions with documented, SME-governed coding logic.
- Read the Case Study
Industry: Law Firms
Document Review in Criminal Investigation
Challenge:
52,795 FBI-provided documents for the Andrade criminal investigation. A status conference deadline. The case team needed to move beyond linear review and organize the full universe by concept.
Outcome:
Amplify™ tools covered 98% of the document universe. Textual Near Duplicate Identification handled 68%. Lineal Images addressed the remaining 30% of image file types. Deadline met.
52,795
FBI-provided documents reviewed for the status conference.
68%
Document universe addressed by Textual Near Duplicate Identification.
30%
Image file types addressed by Lineal Images classification.
- Read the Case Study
Industry: Law Firms
Efficient Data Management for a Complex Legal Dispute
Challenge:
3 million documents from 140+ custodians, transferred from a previous vendor. The data needed to be verified for completeness, then the legal team needed a fast path to the evidence that mattered.
Outcome:
The full Amplify™ Suite of Tools cut through the volume. Email threading, BotDetector, PrivFinder, Snippets, and Lineal Images each took a layer off until the legal team had a clear path to relevant evidence.
3M
Documents processed from 140+ custodians.
641,098
Documents reduced through email threading alone.
731,681
Documents ring-fenced for targeted privilege review with PrivFinder.
- Read the Case Study
Industry: Corporate
High-Volume Data Breach Response for a Fortune 20 Retailer
Challenge:
A major ransomware incident. 22 million structured records with PII and PHI exposed. Three weeks to figure out who was affected and meet federal and state notification requirements.
Outcome:
Lineal delivered a precise breach assessment within the deadline. Defensible, regulator-ready output. Reduced class-action exposure through accurate identification of affected individuals.
22M+
Structured records processed containing PII and PHI.
3 Weeks
Regulatory notification deadline met with defensible output.
0
Large-scale manual review required. Automated detection throughout.
Why Lineal for
Financial Services
Lineal holds SOC 2 Type 2, ISO 27001, and Cyber Essentials+ certifications, with zero data breaches in over five years of operation. Our teams operate across 5 continents and 11 data centers, supporting cross-border investigations and regulatory responses in every major financial market.
This is not general discovery support. It is security-certified, globally distributed execution.
Consulting-First Approach
We build strategy into every workflow, not just process.
Built For Regulated Environments
We know the stakes. Our teams are trained in sensitive data handling, escalation, and privilege logic.
Operational Transparency
Operational transparency – Command Center gives your team real-time insight, cost control, and confidence.
Efficiency Through Reuse
Memory Bank preserves and repurposes prior work — cutting time and cost across portfolios.
No Extra Required
Amplify™ Suite of Tools works inside your existing RelativityOne or Relativity Server environment.
Resources & Insights
Explore more-
Unlocking AI in Legal Workflows
Over this series we’ve seen that AI is not one thing but a decades-long layering of ideas. In the first post, we looked back — from handcrafted rules to modern large language models — and saw that new breakthroughs don’t erase the value of older methods. In the second, we went from theory to practice: exploring how […]
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Data Breach Response at Scale: Lessons from a Fortune 20 Retailer
How Lineal analyzed 22 million breach records for a Fortune 20 retailer in three weeks, without large-scale manual review, using a data-first approach powered by Amplify™.
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Legalweek Recap: AI Is Table Stakes. Effectiveness Is the Differentiator
AI is now standard in eDiscovery. Lineal breaks down what actually separates effective AI from a polished demo: workflow, environment, and accountability.
Recognized for
Excellence and
Innovation
Ready to Redefine
Legal Data?
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