Why Model Accuracy Isn’t the Only Metric That Matters in AI

While model accuracy is a necessary starting point, it fails to capture critical operational metrics like latency, cost, and adoption once AI is deployed in production environments. To bridge this observability gap, Riverbed AI Assurance provides the visibility needed to manage AI as a reliable, scalable, and business-aligned component of the enterprise stack.