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Dominic Keene

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Matt Lindsay

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Services

Data-Driven Disputes and Analytics

Expert Analytics for Complex Disputes

Vertex helps counsel evaluate liability, quantify damages, and turn complex data into clear, defensible insights. Our data analysts, economists, and statisticians support litigation, arbitration, regulatory inquiries, and investigations, with particular depth in highly regulated industries including healthcare, technology, and financial services.

We combine data analytics, economic analysis, and industry knowledge to manage complex data, test allegations, quantify damages, and deliver credible expert reports and testimony, from early case assessment through resolution.

Turning Complex Data Into Defensible Insights

The Challenge

Complex disputes increasingly involve large-scale transactional, financial, operational, and unstructured data. Identifying what matters, developing reliable analytical approaches, and communicating the results clearly can be critical to assessing liability, damages, class issues, and overall case strategy.

Counsel needs experts who understand not only the data, but also the underlying business issues, industry environment, and practical complexities of litigation.

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Our Solutions

Expert-Led Advanced Analytics

Vertex develops sophisticated analytical approaches tailored to the facts and circumstances of each unique matter, helping counsel evaluate claims, identify and illustrate patterns, test allegations, quantify potential exposure, and translate complex findings into actionable insights.

Statistical & Economic Analysis

We apply statistical, econometric, and data science techniques to assess liability, measure impact, quantify damages, and evaluate class certification, supporting counsel with sampling, opposing expert model review and validation

Industry Expertise

We combine advanced analytics with t decades of technical and operational experience in highly regulated and data-intensive industries, including healthcare, technology, and financial services.

Expert Witness Testimony

Our team of seasoned testifying experts translates complex analyses into clear, defensible conclusions for expert reports, rebuttals of opposing experts, and testimony presented to courts, arbitrators, regulators, and other parties.

Healthcare Disputes

Economics & Statistics

Advanced Data Analytics

Expert Analysis & Testimony

The Vertex Difference

Sophisticated Analytics. Practical Disputes Experience.

Vertex’s Data-Driven Disputes and Analytics practice combines sophisticated quantitative analysis with practical experience supporting complex litigation, arbitration, investigations, and regulatory matters.

The team brings deep experience analyzing large volumes of electronic transactional, billing, operational, and financial information to help clients evaluate allegations, quantify exposure, and develop well-supported conclusions.

Our multidisciplinary approach combines data analytics, economic analysis, industry knowledge, and disputes expertise. This allows Vertex to move beyond simply analyzing data to help counsel understand what the analysis means for the matter at hand.

We provide expert-led analytics from early case assessment through testimony, helping clients understand, advance, and resolve complex, data-intensive disputes. Our approach draws on decades of disputes and expert testimony experience, an integrated approach to matter management, deep industry knowledge, and long-standing relationships with clients and counsel.

Our goal is to turn complex data into clear, defensible insights that support more informed decisions.

Key Experts

Matthew Ryan

Practice Area Leader

Angela Sabbe

Senior Managing Director

Linda Hsiao

Managing Director

Kaelan Nagle

Managing Director

Alexander Billy

Managing Director

Data-Driven Disputes and Analytics Experience

Vertex supports counsel across payer-provider and reimbursement disputes, coverage and benefits matters, class actions, government investigations, and other data-intensive proceedings. Our team develops analytical approaches tailored to the facts, industry, and objectives of each engagement.

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Bring Clarity to Complex, Data-Intensive Matters

Connect with Vertex’s Data-Driven Disputes and Analytics professionals to learn how our expert-led analytics can support your litigation, arbitration, investigation, or regulatory matter.

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