OUR APPROACH

In today’s litigation landscape, technical complexity is often at the center of the case.

Avia works alongside legal teams to analyze technologies, interpret data, and deliver clear, defensible insights that support legal strategy. From early-stage analysis through trial, we provide the technical depth and responsiveness required in high-pressure environments.

Our clients rely on us not just for expertise, but for partnership, adaptability, and results.

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OUR SERVICES

End-to-End Technical Support

We provide comprehensive technical consulting across all stages of litigation.

Technology Due Diligence

Evaluate complex technologies to identify key issues, risks, and relevance to the case.

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Discovery & Document Review

Analyze technical documents and materials to uncover critical evidence and insights.

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Data & Source Code Analysis

Analyze data and source code to support claims and strengthen technical arguments.

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System & Device Testing

Conduct structured testing to evaluate system performance and validate technical behaviour.

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Technical Reporting

Produce precise, well-supported reports aligned with litigation requirements.

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Deposition Support

Support technical depositions by clarifying complex concepts and ensuring accurate communication of key details.

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Trial Support

Provide technical insight during trial to support expert preparation and clearly communicate complex information.

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Patent & IP Analysis

Provide detailed analysis of patents in support of validity and infringement matters.

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Our work spans class actions, civil litigation, and intellectual property disputes across a wide range of technology domains.

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BUILT ON EXPERTISE

Led by Technical Expertise. Supported by a Proven Team.

Avia is built on a foundation of deep technical expertise, collaborative thinking, and clear litigation support.

Our team includes experienced engineers, researchers, and technical specialists with backgrounds across a wide range of technologies. Together, we help clients analyze complex systems, evaluate technical evidence, and communicate findings with precision and clarity.

From source code and data analysis to engineering research and expert support, Avia brings the right expertise to complex litigation matters.

7 Technical Specialists

Engineers, researchers, and specialists supporting complex matters.

8 Core Services

Focused support across analysis, research, reporting, and testimony.

20 Granted U.S. Patents

Founder-led expertise grounded in advanced technical research.

Meet The Team

Dr. Lillian Dai

Founder & Principal

Ph.D., Electrical Engineering, MIT | Litigation Consulting & IP Analysis

Dr. Dai is a consulting expert for technology-based litigation, with experience supporting legal teams in high-profile commercial cases, class actions, and intellectual property analysis.

She brings deep technical expertise across AI, data privacy, internet technologies, cybersecurity, mobile devices, wireless networks, and complex technology systems.

Co-inventor of 20 granted U.S. patents

Dijana Popovic  — Title

Krithika Rao — Title

Tanya Fitkiriwala — Title

Lakshmi Priya — Title

Loai Hamoud  — Title

Vinshie Chiew  — Title

Why Leading Firms Choose Avia

Depth & Breadth of Expertise

We bring specialized knowledge across a wide range of technologies from AI and data privacy to telecommunications and software systems, while maintaining the ability to adapt across cases.

Speed & Responsiveness

We understand the pace of litigation. Our team integrates quickly and delivers under tight timelines, supporting legal teams when it matters most.

Clear, Structured Communication

We translate complex technical information into insights that are clear, defensible, and aligned with legal arguments.

Tailored, Case-Specific Approach

Every matter is different. We adapt our work to the specific legal, technical, and strategic context of each case.

Precision & Rigor

Our work is thorough, objective, and focused on delivering results that withstand scrutiny in high-stakes environments.

CASE STUDIES

Supporting High-Stakes Outcomes

A selection of engagements highlighting our work in complex, technology-driven litigation. Each reflects our commitment to precision, clarity, and results under pressure.

Encyclopaedia Brittanica v. Perplexity AI

Consulting engagement examining the use of copyrighted content within machine learning technologies…


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Daily News v. Microsoft & OpenAI

Technical analysis relating to the use of copyrighted content in generative AI systems, machine…


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The New York Times v. Microsoft & OpenAI

Consulting engagement involving the use of copyrighted material in the development and training of…


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AI Copyright & Data Use Litigation

Provided technical analysis of machine learning systems and training data usage in a high-profile…


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A PARTNER YOU CAN RELY ON

Let’s Discuss Your Case

We are more than a consulting firm.

We are a dedicated technical partner committed to helping legal teams navigate complexity, strengthen their cases, and move forward with confidence.


If you’re working on a complex, technology-driven matter, we’re here to help.

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Technical expertise for complex litigation

Avia provides end-to-end technical consulting to support high-stakes, technology-driven cases.

Expertise

Artificial Intelligence & ML
Data Privacy & Cybersecurity
Telecommunications Systems
Software & Platforms

Contact

Ottawa, Canada

Serving clients across the United States & Canada

EMAIL US

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