Introducing new technology means changing not just what people use but also how they work—and that transition doesn’t always go smoothly.

Campaigns that once took weeks of planning can now be run against specific people at speed and scale.

Here are five questions to ask before deploying an agent in finance.​

Whether you build or buy AI agents, be sure the choice is driven by value above all else.

Giving an AI agent a unique identity is necessary, but identity alone does not establish responsibility.

As AI crosses a threshold, the essential question changes from “What can the machine know or do?” to “Who authored the objective?”

The old idea of a single monthly patching schedule doesn’t match how software updates actually percolate in enterprise environments today. ​

Leadership teams need to stop treating “trust in AI” as one initiative and start building it as six specific habits.

If intelligence increasingly influences how an enterprise creates outcomes, should we continue treating it simply as a technology expense?

The problem isn’t access to information—it’s identifying the handful of signals that truly matter.