0
Applied AI·June 26, 2026·1 min read

The AI Trade Is No Longer About Owning One Thing: Taking Stock

Share

The AI trade is fragmenting—theme intact, but picking the wrong node in the stack is now costly as dispersion between winners and laggards widens. Operators should stop treating “AI exposure” as a single bet and instead map where value accrues in their own value chain before aligning vendor and equity exposure.

Applied AI

OpenAI says 97.9% of its employees are now using Codex, up from ~40% in August 2025; non-developer usage of Codex has risen 137x for individual users

Near-universal internal Codex adoption and a 137x jump in non-developer usage is a live case study in what happens when an org actually saturates on AI assistance. If your AI usage is still concentrated in engineering, assume your real upside—and process risk—is in operations, finance, and support adopting similar tools next.