0
Applied AI·July 28, 2026·1 min read

Most enterprise AI spend still hasn’t left the lab

Share

If most AI spend is stuck in pilots, the bottleneck is no longer model access but productionization discipline — security, integration, and ownership. This week, inventory your AI experiments and kill or graduate them; ungoverned “lab” projects are now a real line item, not free exploration.

Applied AI

Sources: OpenAI and Anthropic have lobbied the Trump administration to make sure lagging competitors also have to comply with government reviews of their models

Front-runner labs reportedly lobbying for government reviews that also bind “lagging competitors” is a classic move to turn compliance into a shared moat. For smaller model builders, the game board is shifting from pure capability races to regulatory navigation — budget time and talent for policy, not just GPUs.