Behind on AI?

Most companies assume they're behind on AI because they don't have the right tools yet. That's not why they're behind.

OpenAI published its first B2B Signals report this month. The finding that should reframe how you think about this: frontier companies now use 3.5 times more AI intelligence per employee than typical organizations. The largest gaps aren't in which models they're using. The gaps are in agentic workflows and how deeply AI is embedded into daily operations.

Same tools. Different results.

That gap doesn't close with a new software purchase. It closes when leadership builds the operational structure that AI actually needs to function. Who owns the workflow. What the handoff looks like. Where human judgment stays required and where it doesn't.

This is the same pattern I've watched play out with every major operational shift over the past 10 years. The technology is never the separating variable. The discipline is.

The companies at 3.5x aren't smarter. They've just answered the questions that most leadership teams keep postponing because they're less interesting than the demo.