Full-stack AI services in freight is exactly the kind of real-world deployment story that cuts through the hype. The hardest part is never the model. It is the integration with existing ops workflows, the data quality pipeline, and keeping the system reliable under production load. Curious what your biggest surprise was going from prototype to production.