Medallia has used its flagship conference, Experience ‘26, to unveil a significant expansion of its innovation agenda.
The announcement centers on a suite of generative AI (GenAI) capabilities designed to democratize sophisticated data analytics and accelerate omnichannel transformation for global enterprises.
Building on the momentum of its “Frontline-Ready AI” framework—which has already been deployed by over 550 major brands—Medallia is introducing new tools aimed at removing the technical barriers that often stall experience management programs.
Conversational Analytics and Automated Discovery
The centerpiece of the announcement is the Insights Assistant, a conversational AI tool that allows users across an organization—from the C-suite to frontline staff—to “talk” to their data. By using natural language queries, employees can validate hypotheses and uncover root causes in seconds. Critically, the tool is designed to respect organizational hierarchies and data privacy, ensuring sensitive information is not exposed to public models.
Complementing this is the Smart Topic Builder, which leverages AI to automate the maintenance of text analytics. The tool identifies emerging trends and suggests precise rules for approval, shifting the burden away from manual configuration. This “human-in-the-loop” approach ensures that while discovery is automated, the resulting insights remain transparent and trustworthy.
Fabrice Martin, Chief Product Officer at Medallia, commented on the launch:
“These innovations represent a significant leap forward in making sophisticated and previously out of reach data analysis accessible and actionable for every user across an organization. By building AI directly into the tools that employees use every day, we’re helping customers make smarter decisions, faster. There’s no extra complexity or new systems to learn, and the insights are built right into the work they’re already doing. As customers scale and grow, this capability becomes increasingly valuable, giving them a real competitive advantage and the ability to truly transform their businesses.”
Connecting Insights to Business Outcomes
Beyond pure analysis, Medallia is focusing on execution through Enhanced Action Planning. This update allows teams to launch action plans directly from reports and track their impact on key performance indicators like NPS and OSAT in real-time. This creates a direct link between operational changes and measurable business improvements.
For B2B organizations, Medallia introduced Account Profiles, which centralize business-level metrics and individual customer profiles into a single view. This holistic perspective is intended to help account teams prioritize retention and growth strategies without navigating fragmented data silos.
Global Expansion and Accessibility
Recognizing the needs of global enterprises, Medallia is also expanding its GenAI language support. Its native capabilities—including Intelligent Summaries, Root Cause Assist, and Smart Response—are now available for French and German-speaking teams, following the recent addition of Spanish support.
These updates aim to streamline the “why, what, and how” of customer interactions, with Medallia reporting that brands using these features have seen up to a 400% time savings on call and chat summaries.
As the CX landscape shifts toward real-time, AI-driven responsiveness, Medallia’s latest roadmap signals a clear intent to move experience management from a research-heavy function to a frontline-ready operational necessity.