The End of the Demo Phase: Securing AI Infrastructure in the Enterprise

Enterprise AI is moving beyond the demo phase, with the industry splitting into application (generative models) and infrastructure (deterministic control) tracks. Deploying AI into production requires strict security practices including Zero Trust architecture, tightly scoped VPC configurations, and least-privilege IAM roles. The author argues that securing cloud infrastructure with deterministic controls is the only viable path to scaling intelligent systems in the enterprise.