A Novartis executive has a few minutes between meetings and one question: is the new culture taking hold? The company had set out to change around four pillars, Inspired, Curious, Unbossed and Integrity, and wanted to know whether the shift moved business performance.
A data science team had already built an AI engine that pulled culture data from several sources into a proof of concept. It spoke the language of analysts: pie charts, 3D scatter plots and country bar charts. Leaders told us plainly that a single score explained nothing, and a wall of data left them unsure where to look.
What would it take for a time-pressed executive to open the tool, grasp where culture stands, and leave with a question worth acting on?
We rebuilt the experience around guided stories rather than raw charts. Culture Sense opens with a short tour. Then comes the Culture Adoption Index: a global map, the four pillars at a glance and a trend line against Novartis and industry averages. Drilldowns cover job level, job family and span of control. Every view sets the score beside a comparison over time or a benchmark. The product sits on Novartis enterprise components, so it feels native beside the tools leaders already use.
Lead UX Strategist. Led the UX strategy over about 12 months, from discovery interviews with senior leaders to 20 usability test sessions. Moved the product from an analytics proof of concept to guided stories, and designed the Culture Adoption Index on Novartis enterprise components.





