Spotify Intelligence without guidance creates chaos. That is where we are heading with AI. Most organizations are racing to integrate artificial intelligence into their products. Faster outputs, smarter recommendations, automated workflows. On the surface, it looks like progress. Systems are becoming more capable, more responsive, more powerful. But capability without structure does not create...
Continue readingThe Next Best Action Is the Interface
Spotify The interface is no longer the product. For years, we have defined products by what users see. Screens, layouts, navigation, dashboards. The visible layer was the experience, and if that layer was clear and usable, the product was considered successful. That model is breaking, not because interfaces are disappearing, but because they are...
Continue readingAI Is Not a Feature. It’s a System
Most companies are shipping AI like it’s a button. Add a chatbot. Add a recommendation panel. Add a “generate” action somewhere in the flow. Call it AI-powered and move on. It looks modern. It demos well. It checks the box. And it completely misses the point. AI is not a feature you layer onto...
Continue readingThe End of User Flows
Spotify Static user flows don’t work in dynamic systems anymore. For years, UX has relied on flows as a foundational tool. Step-by-step paths that map how a user moves from point A to point B. These flows assume predictability. They assume a defined start, a defined sequence, and a defined outcome. That model worked...
Continue readingThe UX Clarity Crisis
Spotify Products are more functional than ever and less usable than ever. That is the contradiction defining modern UX. Over the past decade, we have optimized everything. Faster load times. More features. Smarter systems. Better personalization. AI layered into every corner of the experience. On paper, products should be easier to use than ever...
Continue readingUX Is Not Dying. It’s Being Automated.
For years, the narrative has been the same.AI is coming for UX.Design roles will shrink.Tools will replace designers. That’s not what’s happening. UX is not dying.It’s being automated. And most designers are not ready for what that actually means. The Work That Defined UX Is Disappearing Let’s be honest about what a large portion...
Continue readingThe Role of UX in 2026: From Screens to Systems
User experience is not dying.It is being redefined. For the last two decades, UX has been largely about interfaces. Screens, flows, buttons, navigation. But in 2026, that model is breaking down under the weight of AI, automation, and system complexity. We are no longer designing static products.We are designing adaptive systems. UX Is No...
Continue readingAI Will Not Kill UX. It Will Expose Who Was Actually Doing UX.
Every few years the same prediction returns. Templates were going to kill designers.No-code was going to kill designers.Design systems were going to kill designers. Now AI is the new villain. The claim is simple: if software can generate interfaces, analyze data, and write copy, then UX designers are no longer needed. That conclusion misunderstands...
Continue readingGood UX Is Helpful
There is a simple test for good user experience. Did it help someone accomplish something? Not delight. Not animation. Not visual polish. Help. Somewhere along the way the design industry drifted toward aesthetic performance. Interfaces became visually impressive, motion systems became elaborate, and design systems became works of internal craftsmanship. Yet many products became...
Continue readingWhat It Really Takes to Change Human Behavior Inside an App
Spotify Changing a user’s behavior inside an app is one of the hardest problems in product design. It sits at the intersection of psychology, neuroscience, and interaction design. Many apps try. Most fail. The reason is simple: behavior change is not a UI problem. It is a human systems problem. Let’s unpack what actually...
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