Amplifying eDiscovery AI: Getting More from a Powerful Platform for Better Legal Outcomes

Our earlier piece, Coming Up for aiR, explored how Lineal’s Services Powered by Amplify help organizations get the most from Relativity’s growing portfolio of aiR products. Today, we’re looking at another innovative platform reshaping eDiscovery: eDiscovery AI (eDAI).

eDAI combines advanced AI capabilities with tools designed to help legal professionals understand their data, not just process it. As with all AI tools, the platform’s power alone doesn’t guarantee success.

We’ve found that organizations seeing the greatest return on their use of AI share one thing in common: they pair sophisticated AI platforms with proven workflows, expert validation, and experienced legal professionals who know how to ask the right questions.

Which is exactly what Lineal’s Services Powered by Amplify is designed to provide.

Why eDAI? Customization That Goes Further

While Relativity aiR brings generative AI directly into its review experience, eDAI takes a different approach. It emphasizes AI-powered analysis, knowledge discovery, investigation support, and intelligent interaction with your entire document collection.

The difference matters, particularly when your matter demands customization beyond what existing platforms offer. In our experience, eDAI provides additional capabilities for building tailored approaches. Whether you’re creating privilege logs, extracting specific information, or designing custom workflows, eDAI offers the granularity and specificity that complex matters require.

On a recent matter, we received 30,000 documents that were over 100 years old. Our client needed to extract specific information from these historical documents. Using eDAI, we were able to unitize those 30,000 documents into discrete records. eDAI then helped us identify key details like dates and signatories across the collection. The customization that eDAI allows made this workflow possible.

The AmplifyAI™ Advantage: Preparation and Precision

Here’s where strategy matters. Many organizations approach AI platforms the way they might approach any new tool: they load their data and hope for the best. This strategy rarely yields optimal results.

AmplifyAI changes that equation. Before you ever query eDAI, AmplifyAI helps you learn about your documents. Your data has a story: its patterns, structure, key players, and themes. Understanding that story up front allows you to ask better questions and get richer answers.

Reducing the Document Universe

The process begins with curation. By getting a comprehensive view of your data in AmplifyAI, you can focus your collection on what actually matters for your review. You’ll discover what kinds of documents you have, how they’re distributed, what patterns emerge, and (critically) what noise you can eliminate.

This early-stage work delivers immediate benefits:

Smaller datasets mean better AI results. By reducing your document volume before turning to eDAI, you’re feeding the platform a more focused, relevant corpus. What remains is richer in value and cleaner in signal.

Faster processing. Fewer documents mean faster eDAI runs and quicker turnaround on analysis.

Lower costs. Processing costs scale with document volume. The more you eliminate upstream, the more you save downstream.

Better prompts and queries. Armed with a deeper understanding of your data, your project team can craft eDAI queries and prompts with greater precision. You’ll know what to look for, where to find it, and how to ask for it.

After working with AmplifyAI, your project team can speak authoritatively about your data: its composition, any gaps, its character, its potential. This knowledge directly feeds into more effective eDAI workflows.

Four Powerful eDAI Capabilities (Enhanced by AmplifyAI)

1. Document Intelligence

Best for: Early Case Assessment, Large Document Collections, Summarization, Rapid Matter Understanding

The first challenge in nearly every matter is simple: understanding what you actually have. eDAI’s document intelligence capabilities help you understand how your data relates to the key elements of your case by generating summaries, identifying key concepts, and surfacing important facts, far faster than traditional review.

How AmplifyAI Enhances It: Lineal configures eDAI’s document intelligence around the specific goals of your matter. We validate AI-generated summaries against your actual needs, establish quality benchmarks, and build those capabilities into defensible review workflows. You get reliable insights with the confidence that comes from expert oversight and quality control.

2. Natural Language Question & Answer

Best for: Internal Investigations, Witness Preparation, Fact Development, Case Strategy, Knowledge Discovery

One of eDAI’s greatest strengths is conversational access to your data. Instead of searching through thousands of documents manually, reviewers can ask complex legal questions and receive answers supported by relevant evidence, no Boolean syntax required.

How AmplifyAI Enhances It: AmplifyAI helps your team develop effective questioning strategies, validate the documents that support AI-generated answers, and refine prompts iteratively. Before AI insights inform legal decisions, they’re reviewed within the broader context of your matter, so answers are reliable and strategically sound.

3. Entity & Relationship Analysis

Best for: Communication Analysis, Fraud Investigations, Internal Investigations, Timeline Development, Network Analysis

Modern investigations aren’t just about documents; they’re about connections. eDAI identifies entities and visualizes relationships across large datasets, helping investigators recognize patterns, identify key players, and uncover hidden connections that might otherwise stay buried.

How AmplifyAI Enhances It: AmplifyAI combines AI-generated relationship analysis with experienced investigative consultants who validate findings, prioritize investigative paths, and translate AI observations into actionable legal strategy. You get the speed of AI with the judgment of experts.

4. Insights & Analytics

Best for: Executive Reporting, Early Case Assessment, Investigation Management, Strategic Planning

Legal teams need more than raw output. They need intelligence they can act on. eDAI surfaces trends, identifies anomalies, summarizes findings, and generates insights that support strategic decision-making throughout a matter.

How AmplifyAI Enhances It: AmplifyAI transforms raw analytics into practical recommendations by validating findings, identifying their legal implications, and presenting results in formats that matter to attorneys, investigators, and business leaders. Insights become strategy.

The Solution Engineering Mindset

Across all of these capabilities, Lineal operates as a solution engineer, not just a tool vendor.

We start with a fundamental question: What does success look like for your matter? Understanding your anticipated outcomes and the specific deliverables you need shapes everything that follows. This clarity allows us to select the right tools from our comprehensive toolkit and deploy them strategically.

A matter might require document intelligence for early case assessment, natural language Q&A for knowledge discovery, and relationship analysis for investigation strategy, all working in concert. Another might focus primarily on privilege log generation with detailed specifications and a requirement of substantive descriptions. We don’t fit matters to our tools; we tailor our tools to your matters.

That solution engineering approach extends to capabilities like PII (personally identifiable information) identification and redaction within eDAI. Your sensitive data is protected by design, not by afterthought.

The Common Thread Is AmplifyAI

Throughout this journey, whether you’re choosing Relativity aiR, eDiscovery AI’s platform, or a combination of AI technologies, one theme emerges consistently:

Technology alone doesn’t create better legal outcomes.

In our experience, the organizations getting the most from their AI investments combine three things: sophisticated platforms, thoughtful implementation, and experienced oversight. eDAI is powerful. But paired with Lineal’s Services Powered by Amplify, it becomes transformative.

By combining AI with expert consulting, managed workflows, quality assurance, project management, and continuous process improvement, AmplifyAI helps organizations deploy AI confidently, efficiently, and defensibly.

Looking Beyond the Technology

As AI continues to reshape the legal industry, organizations will face an expanding menu of choices. The question won’t be which AI platform should we use? It will be how do we maximize the value of the platform we’ve chosen?

That’s where Lineal stands apart. Rather than focusing on any single technology, Lineal helps clients build AI-enabled discovery strategies that combine the right platforms with proven workflows and experienced professionals.

The result is faster reviews, deeper insights, and better outcomes across every matter.

Ready to amplify your eDiscovery strategy? Contact Lineal to learn how Lineal’s Services Powered by Amplify can help your organization get the full value from eDiscovery AI and deliver measurable results on your most challenging matters.

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About the Author

Ilan Sherr is a regulatory and AI compliance leader with over two decades of experience advising global organisations on competition law, internal investigations, and applied AI. Ilan has advised global organisations on dawn raids, cartel inquiries, internal investigations, merger control and multi-jurisdictional regulatory strategy. He is Vice President of Investigations and Regulatory Response at Lineal, where he helps clients move from reactive enforcement to proactive, intelligence-led regulatory management harnessing Lineal’s products and services including the AmplifyAI. Before Lineal, Ilan was Executive Director at DLA Piper, where he founded Aiscension, an AI-driven compliance business recognised by The Lawyer, the Financial Times Innovative Lawyer Awards, Legal Week, and ALM Law.com. A qualified solicitor in England & Wales and the Republic of Ireland, he was named in The Lawyer’s Hot 100 for his work in AI and legal risk management.

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About Lineal

Lineal is an innovative eDiscovery and legal technology solutions company that empowers law firms and corporations with modern data management and review strategies. Established in 2009, Lineal specialises in comprehensive eDiscovery services, leveraging its proprietary technology suite, AmplifyAI to enhance efficiency and accuracy in handling large volumes of electronic data. With a global presence and a team of experienced professionals, Lineal is dedicated to delivering custom-tailored solutions that drive optimal legal outcomes for its clients. For more information, visit lineal.com.