CX Agent by Spring Labs is an artificial intelligence application designed to process unstructured customer interactions from voice, chat, email, and social channels into structured data. It utilizes a hybrid machine learning approach with custom-tuned, vertical-specific natural language processing models to analyze 100% of conversations. The system extracts over 200 data points per interaction to enable automated functions, including conversation summarization, sentiment analysis, and the discovery and classification of contact drivers.
The platform automatically tracks sentiment arcs throughout an interaction, predicts customer satisfaction metrics, generates CRM-ready disposition codes, and populates agent scorecards for process adherence and compliance. It supports operations by clustering semantically similar issues and identifying root causes for metric fluctuations. The system includes a unified analytics dashboard for trend detection and integrates with business intelligence tools, telephony systems, and customer relationship management platforms via automated data pipelines.
