Do you know what your AI is doing right now?

Here’s the uncomfortable math of enterprise AI in 2026. A recent survey of major enterprises showed that 85% had AI agent pilots underway. Only 5% had moved those agents into production. That 80-point gap is the defining story of this phase of AI adoption, and it has almost nothing to do with model capability. Today’s AI is the worst it will ever be. It will only improve. Capability is not holding companies back.  What holds them back is a few simple questions that turn out to be nearly unanswerable: What AI do we have deployed, what is it doing, and are we comfortable with everything it is...