The Model Is the Easy Part: What Actually Breaks When AI Goes to Production

Building an impressive AI demo is easy, but making it work in production is where things break. Real challenges like latency, memory management, moderation, and infrastructure costs matter far more than picking the best model. The smartest architecture treats models as replaceable components, keeping the surrounding system as the true competitive advantage.