What AI is actually for in an enterprise — not cutting cost, but building capability that compounds.
Concept
The first instinct with a powerful new tool is subtraction: what can we cut? But subtraction has a floor of zero, and aiming AI at the cheapest tolerable output quietly erodes quality where the dashboard cannot see it. Capability has no ceiling — each new thing AI lets you do becomes the platform for the next. The companies that come out of this era stronger ask what AI lets them attempt that was never possible before, not what it lets them remove.
Essays
The residue of judgment is meant to stay small, well lit, and clearly yours. The moment something offers to make it disappear, it is not removing your risk; it is only turning off the light.
August 15, 2026 · What AI Is For
