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The Rise of AI-Related Class Actions: Litigation at Algorithmic Scale

January 23, 2026
The Rise of AI-Related Class Actions Litigation at Algorithmic Scale

As artificial intelligence (AI) is increasingly embedded across products, services, and decision-making, it has become a growing focus of litigation. From consumer protection and employment claims to governance and transparency challenges, AI-related class actions are reshaping legal and business risk.

Ceren Canal Aruoba and Kristina Shampanier examine what the surge in these class actions means for organizations deploying algorithmic tools. Using their deep expertise in consumer behavior, analytics, and litigation consulting, they break down where claims are emerging, why they matter, and how companies can better prepare for scrutiny in an AI-driven environment.

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