AI on Trial: How New Tech is Reshaping High-Stakes Litigation

NEW YORK, NY – March 05, 2026 – The legal profession, often seen as a bastion of tradition, is standing at the precipice of a technological revolution. As mass tort and class action lawsuits generate staggering volumes of data and claims, law firms and legal departments are increasingly turning to artificial intelligence not just as a tool, but as a fundamental component of their strategy. This shift will take center stage at Legalweek 2026, where cloud-based case management platform Clarra will host a featured panel of industry leaders to dissect the impact of agentic and generative AI on complex litigation.

The session, titled "Agentic and Generative AI for Complex Litigation," is scheduled for Wednesday, March 11, at the North Javits Center in New York City. It promises a deep dive into a future that is rapidly becoming the present. Leading the discussion is Clarra's co-founder and CEO, Keao Caindec, who will be joined by a formidable group of experts: litigator Todd Schneider of Schneider Wallace Cottrell Kim LLP, and litigation finance titans Angela Ni of Parabellum Capital and David Perla of Burford Capital.

Their discussion highlights a critical inflection point for the legal industry: how to harness the power of AI to manage overwhelming caseloads while navigating the profound ethical and practical challenges that accompany this powerful technology.

The Automation of Justice

The driving force behind AI's rapid adoption in the legal sector is necessity. The sheer scale of modern high-volume litigation has rendered traditional, manual methods of case management inefficient and unsustainable. In this environment, companies like Clarra, founded in 2021, are positioning themselves as architects of the new legal workflow.

Built on a modern, cloud-based infrastructure using Microsoft Azure, Clarra’s platform is designed to bypass the “technical debt” that plagues many legacy legal tech providers. It integrates generative AI to automate tasks that consume countless hours of paralegal and attorney time. These features include automatically generating timeslips from natural language prompts, summarizing lengthy documents and emails in seconds, and extracting critical deadlines from court filings to prevent missed dates.

According to recent industry reports, the efficiency gains are tangible. A growing number of legal professionals report saving between one and five hours per week by using AI tools, with many noting a significant improvement in the quality and consistency of their work. For firms handling multidistrict litigation (MDLs) or class actions involving thousands of plaintiffs, this translates into dramatic improvements in accuracy and speed when qualifying and managing claims.

The panel will explore this transformation, focusing on how both generative AI, which creates new content, and agentic AI, which can act autonomously to perform complex tasks, are fundamentally altering how legal work gets done. The inclusion of leaders from litigation finance firms like Parabellum Capital and Burford Capital underscores the economic stakes. For these firms, which invest millions in legal battles, AI offers a powerful new method for data-driven due diligence, risk assessment, and portfolio management, potentially revolutionizing how legal outcomes are predicted and funded.

Navigating the New Ethical Minefield

While the promise of efficiency is alluring, the integration of AI into high-stakes legal processes opens a Pandora's box of ethical and procedural questions. The Clarra panel is set to confront these issues head-on, focusing on the critical pillars of oversight, transparency, and defensibility.

One of the most pressing concerns is the reliability of AI-generated output. The phenomenon of AI “hallucinations”—where a model confidently produces incorrect information, such as citing non-existent case law—has already led to sanctions in U.S. courts. In a profession where a single misplaced comma can alter the meaning of a contract, the need for stringent human oversight cannot be overstated. Legal experts agree that AI should function as a sophisticated assistant, not a replacement for professional judgment and accountability.

Transparency is another key challenge. For AI’s role in litigation to be defensible, legal teams must be able to explain how the technology works and why its conclusions are sound. This is particularly crucial when AI is used to evaluate claims or evidence, as opposing counsel and courts will undoubtedly scrutinize the process for any sign of bias or error. Algorithmic bias, where an AI perpetuates or amplifies prejudices found in its training data, poses a significant threat to fairness and justice, requiring constant vigilance and mitigation efforts.

As the industry grapples with these issues, regulatory bodies and professional associations are playing catch-up. The American Bar Association (ABA) has issued guidelines, but a comprehensive regulatory framework remains elusive. The discussion at Legalweek signifies a broader industry effort to self-regulate and establish best practices before a major crisis forces the issue. The central question for panelists and attendees alike will be how to build a legal system that leverages AI's power without sacrificing the core principles of justice and due process.