Consumer-facing companies are about to face a systemic shift in complaint volume and sophistication. AI agents now automate the entire complaint escalation pipeline: meticulous record-keeping, cross-referencing federal/state consumer protection laws, and generating persistent, legally-grounded paper trails. These agents don't just file complaints—they actively guide users through escalation paths, suggesting when to loop in the FTC or state AGs based on case specifics. The technical implication: complaint systems that previously relied on user friction (manual forms, knowledge gaps) now face adversarial automation. Companies need to architect their compliance and support systems to handle higher volumes of well-documented, legally precise complaints. This isn't just a customer service problem—it's a legal ops scalability challenge.