The Complaints Agent by Spring Labs is an autonomous software tool designed to detect, categorize, and resolve customer complaints across voice, chat, email, and social media channels. It utilizes a conversation intelligence engine to extract over 200 structured data points per interaction, identifying explicit complaints, generalized expressions of dissatisfaction, and implied grievances. The system categorizes issues by root cause and triages them using a multi-class severity grading scale.
In addition to detection, the platform tracks regulatory risk signals for CFPB and OCC complaints, generating compliant logs and sponsor bank-ready exports. It automates response workflows by drafting resolution letters, acknowledgment emails, and internal summaries using customizable templates with human-in-the-loop review options. The platform also scores resolution effectiveness, tracks ongoing escalation risks, and provides real-time business intelligence dashboards that can be exported to external analytics platforms.
