Enterprise Agent Scaling Gap: 78% Piloting but Only 14% Reach Production Scale — Survey of 650 Tech Leaders

Digital Applied·medium signal

A March 2026 survey of 650 enterprise technology leaders found 78% have at least one AI agent pilot running but only 14% have successfully scaled an agent to organization-wide operational use. Five gaps account for 89% of scaling failures: integration complexity with legacy systems, inconsistent output quality at volume, absence of monitoring tooling, unclear organizational ownership, and insufficient domain training data. Successful scalers spent proportionally more on evaluation infrastructure and operational staffing than on model selection.