Partially Verified65% confidenceOpinionExact time
There are three fatal gaps in moving enterprise AI Agents from demo to production: the observability gap, the evaluation gap, and the governance gap.
3
Sources
65%
Confidence
Long-term
Relevance
7/10/2026
First Seen
Sources
Deploying Enterprise AI Agents to Production: The Five Pillars from Demo to Launch
bilibiliEasonlee的AI笔记6/29/2026
Related Claims
UnverifiedThe digital divide in the AI era has three layers: the access divide, the capability divide, and the benefit divide.77% similarVerifiedAI Agent engineers fill the gap between large model capabilities and business deployment.73% similarUnverifiedAI 在专业创作领域存在演示鸿沟(Demo Gap),即实验室理想表现与真实生产环境鲁棒性之间存在差距73% similarUnverifiedThe commercialization challenge of enterprise-grade AI is referred to as the last-mile problem of AI, namely the enormous gap between technology demonstration and production deployment.72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/447805API
curl https://kongchang.com/api/v1/knowledge/claims/447805MCP
get_claim(id=447805)