Mike Frayne, CEO of VOSS, argues that the primary bottleneck for enterprise AI is not model intelligence, but the ability to execute recommended changes safely. Using a case study where a customer identified over $800,000 in potential savings but could not implement the changes due to complex organizational workflows, Mike distinguishes between AI producing 'output' and AI producing 'change.' The discussion emphasizes that while models provide output, organizational change requires an operational platform to manage governance, identity, and policy. The presenter concludes that the future of enterprise AI belongs to organizations that combine domain knowledge, trusted data, and an operational layer like VOSS to handle the complexities of safe, scalable execution.