The real reason enterprise AI is stuck

Enterprise AI remains artisanal because the industry builds from human metaphors like memory, reflection, and planning rather than formal computational models. Metaphors help explain systems but do not industrialize. The gap between impressive demos and frustrating deployments persists until the field shifts from describing to formalizing.