I was recently in a room with 400 builders. Founders, R&D leaders, execs at large companies. Everyone building or adopting AI.

I kept hearing the same three things in every conversation, and I think they're connected in a way most people aren't talking about.

The speed of change is breaking people's planning models. This isn't "tech moves fast" in the normal sense. This is paradigm shifts happening quarterly. Entire approaches becoming irrelevant in months. I've been building technology products for a long time, and I've never seen anything move like this. Falling behind isn't a setback anymore. It's existential. But keeping pace means making decisions with incomplete information, constantly.

User expectations have outrun what's actually possible. For tasks that normally take weeks of stakeholder alignment, review cycles, and iteration, users now expect AI to deliver in minutes. When it doesn't, the reaction isn't "let's iterate." It's "this doesn't work." We're building against an expectation of magic, and that's a product design problem as much as a technology problem.

Change management is the bottleneck nobody wants to own. Work is fundamentally evolving. Silos are breaking down. Roles are shifting under people's feet. And most organizations are pushing new tools into this environment without giving people the time, training, or permission to actually change how they work. Technology without change management is just expensive shelfware.

What makes this moment so hard is that all three are live at the same time. You're planning roadmaps on shifting ground. You're designing for expectations that assume a future state. You're deploying into organizations that haven't been prepared for what's coming. And you're doing it in a market so noisy that buyers can barely tell signal from noise.

The builders who seemed most clear-eyed weren't the ones with the boldest technology claims. They were the ones who had internalized that the real work is people and process transformation. The technology is the easier part.

Engagement: 67 likes, 15 comments.