We’ve spent the last decade getting much better at understanding what’s happening inside our bodies. Next comes understanding more about what’s happening around them.

Vendors appropriate the “AI-native” label because building the real thing takes years they don’t have.

AI is likely already inside your sales workflow, but humans and AI agents are built for different environments.

Bringing AI agents into the physical world requires more than powerful models.

That’s what reliability looks like in the field: not a green status page, but people using your system with full confidence and ease.​

The retailers that want to succeed must do more than plan at the beginning of the season; they need to adjust when reality changes.

​The day I understood that these two companies were really solving one problem from opposite ends, everything about how I ran both businesses changed.

Many leaders have focused on how quickly they can adopt AI, but far fewer have focused on whether their workforce is prepared to adapt alongside it.

Websites and apps need to serve not only people navigating screens themselves but also software interpreting information and interacting with digital systems for them.

An agent operating inside a system designed for human-paced review doesn’t just underperform—it compounds.