How to Build AI Products for a Changing Market

Die Halbwertszeit von Annahmen im KI-Bereich ist kurz. Was heute als fundierte Strategie gilt, kann im nächsten Quartal bereits überholt sein. Ailian Gan, Head of Agents bei Superhuman, spricht über die Herausforderungen bei der Entwicklung von KI-Produkten. Sie beleuchtet, wie man Nutzerbedürfnisse erkennt und Entscheidungen trifft, wenn Signale unvollständig sind. Der Abend bietet Einblicke in die Praxis eines Unternehmens, das von einem reinen Schreibassistenten zur Suite für KI-Agenten gewachsen ist. Es geht um methodisches Vorgehen in einem Umfeld, in dem sich technische Möglichkeiten und Anforderungen kontinuierlich verschieben.

Every bet you make in AI has a shelf life measured in months, not years. What you’re right about today, you may have to rethink by next quarter. ​For our first community meetup at Superhuman's new Berlin hub at Das Center, we’re excited to welcome Ailian Gan, Head of Agents at Superhuman, to share what she’s learned from building AI products in a market that keeps changing. ✅ To attend the event, please register on Luma: https://luma.com/uiiujjn1 ​💬 About the talk ​Building AI products means getting comfortable with change. New capabilities emerge, user expectations shift, and the assumptions behind your roadmap don’t stay true for long. ​Superhuman knows this firsthand. The company has grown from Grammarly’s AI writing assistant into a multi-product suite of apps and agents for productivity—all in a market that continues to evolve. Drawing on her experience building AI products at Superhuman, Ailian will share how she thinks about spotting emerging user needs, deciding when to build before the opportunity is obvious, and using what you learn after launch to decide what comes next. ​It’s about learning to build this way on purpose—making product decisions when the signals are incomplete, opinions compete, and understanding that what works today may not work tomorrow. 🎙️ About the speaker: Ailian Gan is Head of Agents at Superhuman. She leads teams building proactive AI agents that work across millions of apps and websites, helping people write, plan, research, organize, and move work forward. Ailian has deep product experience building AI-powered products for communication and productivity. She is also a founding board member of Women Defining AI, a nonprofit focused on closing the gender gap in AI through community-based learning. Originally from Singapore, Ailian spent more than a decade in Silicon Valley before recently relocating to Berlin. ...