Shipping a GenAI pilot is one thing, deploying it across a live enterprise environment with security, scale, and users in the loop is another. This panel digs into what it really takes to go beyond the demo: the engineering trade-offs, infra decisions, and change management that separate successful deployments from stalled experiments. Key takeaways: → What breaks when genAI systems meet legacy infrastructure. → How teams are scaling pilots into stable, maintainable products.