Case Study: a global petcare brand improves engagement and cuts escalations with Dimension Labs

How a Global Petcare Brand Unlocked Product & CX Intelligence from Chatbot and Survey Data

Dimension Labs partnered with a global petcare brand that was struggling to transform vast amounts of unstructured feedback from its chatbot, survey, and agent interactions into actionable insights. After failing for two years to build an internal solution, the customer lacked a scalable way to analyze this data, leaving its product, marketing, and CX teams to rely on anecdotal evidence instead of systemic intelligence.

The solution from Dimension Labs was an analytics platform that automated the enrichment and labeling of unstructured text. This provided predictive scoring and AI-powered discovery tools to surface issues. The results were significant: within six months, chatbot engagement increased by 17.2% and escalated conversations dropped by 49.6%. The platform also created operational efficiencies, saving manual effort equivalent to three full-time employees.