The shift toward agentic workflows requires us to think less like programmers and more like leaders of a digital crew.

What used to be a stack is slowly turning into a single decision engine.

​What will the AI industry choose at the end of the day? Smarter systems or safer systems?

Organizations are capturing billions of hours of operational video, but most of it goes unused. As AI matures, the competitive advantage will belong to those that can turn existing video infrastructure into real-time operational intelligence.

Few pilots are making it to production because organizations are trying to solve too many problems with one generalist tool.

In the modern world, treat deepfakes as a primary vector of fraud.

A fast TTFT isn’t merely a matter of convenience; it can improve overall safety and increase productivity.

CIOs who lead on enterprise risk see technology as a true business asset that also brings real business risk.

We spent decades building identity governance frameworks for human access. Then we gave AI agents broader access than most employees have, and with less oversight.

When shipping is cheap, you can run far more experiments—but you have to learn from them.