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Unverified50% confidenceFactExact time

超过70%的AI项目在Demo阶段表现优异，却在生产化过程中遭遇瓶颈甚至失败

1

Sources

50%

Confidence

Medium-term (~90 days)

Relevance

7/14/2026

First Seen

Valid until: 10/12/2026

Sources

生产级LLM部署指南：模型选型、GPU配置与推理引擎全解析

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Unverified大约九成的AI Agent项目最终停留在Demo阶段，无法进入生产环境75% similar Unverified代码编写环节AI工具的采用率已超过70%，但需求评审、架构设计、代码审查、集成测试等环节的AI辅助率不足20%74% similar UnverifiedAI项目初期的数据清洗与治理工作通常占据70%以上的项目周期72% similar Unverified将AI应用从演示（demo）推进到产品阶段是AI应用落地的关键挑战之一72% similar

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