The Hard Reality of Deploying AI Agents in Production Beyond the Demo: What Happens When AI Agents Meet Real-World Infrastructure?

The article discusses the challenges of deploying AI agents in production environments. Unlike demos, which are controlled and use clean data, real-world production environments are messy and unpredictable. As a result, enterprises are shifting their focus from raw capability to reliability and predictability. To deploy AI agents successfully, teams need to evaluate their performance under stress and ensure network visibility and security. This requires a rigorous evaluation process and a build vs buy decision.