Press Ganey, a global provider of experience technology and data analytics, has introduced Narrative HX, an AI-powered solution designed to convert unstructured feedback into structured, actionable insights for diverse sectors including financial services and healthcare.
Narrative HX streamlines the analysis of qualitative data from various sources such as surveys, contact centers, digital channels, and social platforms. The solution aims to address the challenge organizations face in extracting meaningful insights from large volumes of unstructured feedback, replacing manual, rule-based efforts with automated, AI-driven processes.
The platform transforms raw feedback into structured insights, identifying common pain points, trust signals, and factors influencing customer decisions. These insights are then delivered through summaries, recommendations, and role-based dashboards. In comparative testing, Narrative HX demonstrated accuracy in the mid-90% range, achieved twice the recall of traditional methods, and enabled model creation in minutes, significantly outperforming conventional rule-based and legacy machine learning approaches. This efficiency reduces analysis turnaround times from weeks to hours, making advanced text analytics accessible and scalable for enterprise demands.
Key features of Narrative HX include end-to-end generative AI, which facilitates the creation of tailored text analytics models without manual rules. It supports multilingual analysis, automatically detecting and analyzing feedback in approximately 50 languages while displaying categories in English for consistent reporting. Users can build custom categories, observe sentiment at both comment and theme levels, and integrate results into existing HX Platform dashboards for seamless workflow. The solution also supports model reusability and trending, allowing organizations to track changes over time.
Organizations in healthcare, financial services, insurance, retail, and market research are already utilizing Narrative HX. Darren Dworkin, Chief Operating Officer of Press Ganey, noted, “Today, organizations receive staggering volumes of unstructured feedback, but the real challenge is turning that noise into insight that fuels action. Narrative HX makes that possible. AI surfaces themes, sentiment, and trends in real time, giving leaders in every industry the clarity they need to act quickly.”
Early adopters have reported improved analysis cycles, increased productivity, and faster responses to emerging issues. Vanessa Mona, Vice President, Consumer Insights and Experience at Henry Ford Health, stated, “Narrative HX has transformed how we act on patient feedback. What once required hours of manual effort is now automated, giving our team faster insights and more time to focus on what matters most to patients. With Senior Experience Analytics Specialist Cailin Haggerty leading the way, we’ve uncovered issues like patients struggling to find the portal and addressed them right away, ensuring patient voices don’t get lost in the noise.” The solution helps integrate qualitative voices into daily decision-making processes, contributing to improved patient and customer journeys, enhanced brand trust, and accelerated global research efforts.
