Why Most Enterprise Agent Pilots Never Reach Deployment
Artificial Intelligence News · · 发布于 2026-09-14 · 10 分钟阅读
Deloitte’s 2026 technology trends research puts the pilot-to-production failure rate for AI agents at 89%. A Teradata survey adds the shape of that gap: 78% of enterprises have at least one agent pilot running, but only 14% have scaled one to organisation-wide use. Adoption is nearly universal; deployment is rare. The difference is not model […] The post Why Most Enterprise Agent Pilots Never Reach Deployment appeared first on AI News .
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Deloitte’s 2026 technology trends research puts the pilot-to-production failure rate for AI agents at 89%. A Teradata survey adds the shape of that gap: 78% of enterprises have at least one agent pilot running, but only 14% have scaled one to organisation-wide use. Adoption is nearly universal; deployment is rare. The difference is not model capability, sinc
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, with a delivery approach built around the operational layer that pilots routinely skip. Below are the six blockers that recur across the research, and what the 11–14% that make it through do differently.
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Gartner’s Agentic AI Pulse survey found 41% of deployments reach positive ROI within 12 months; 19% never reach payback