From Pilots to Production: OpenAI's IPO Reflects AI's Institutional Turn

OpenAI's imminent IPO filing and Anthropic's massive 276,000-employee deployment at KPMG mark AI's shift from experimental pilots to institutional infrastructure. Yet deployment numbers alone don't prove success—enterprises must demonstrate sustainable unit economics and system reliability under production scale. The real question ahead is whether AI integration can survive scrutiny as a critical business dependency, not just a promising tool.