AI Tools Accelerate Mass Tort Claim Origination

Plaintiffs' firms are increasingly using artificial intelligence to generate mass tort claims at scale, creating a tech-driven pipeline that goes far beyond traditional advertising. This ecosystem, often backed by litigation funders, uses algorithmic ad targeting to find potential claimants, AI-powered chatbots for initial intake, and automated software to screen cases before human review.

For corporate defendants and their counsel, this shift accelerates the volume-based litigation model that pressures aggregate settlements. However, it also creates a new, potentially discoverable evidentiary record, including chatbot transcripts and ad-targeting parameters, which can be crucial for challenging a claimant's account of exposure or timing. The plaintiffs' bar's adoption of these tools also creates novel risks for the firms themselves, exemplified by a putative class action alleging a mass tort firm used AI-generated voice calls in violation of the TCPA. Defense counsel should now incorporate discovery requests targeting these AI systems and monitor emerging consumer-protection cases against opposing counsel for new defense arguments.