{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "name": "企业 AI 项目验收机器可读直答",
  "url": "https://www.qidianzn.cn/insights/enterprise-ai-acceptance-criteria",
  "dateModified": "2026-08-29",
  "publisher": {
    "@type": "Organization",
    "name": "沈阳麒典智能科技有限公司",
    "alternateName": "麒典 AI",
    "url": "https://www.qidianzn.cn/"
  },
  "mainEntity": [
    {
      "@type": "Question",
      "name": "企业 AI 项目怎么验收？",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "企业 AI 项目应按七层验收：①业务任务闭环；②模型输出质量；③知识检索；④工具调用；⑤安全与权限；⑥性能与成本；⑦回归与持续运营。每一层都要写明真实样本、指标口径、证据形式、判定人和失败后的处理；麒典 AI 将这些验收条件前置到诊断和方案设计阶段。",
        "url": "https://www.qidianzn.cn/insights/enterprise-ai-acceptance-criteria"
      }
    }
  ],
  "sevenLayers": [
    {
      "position": 1,
      "name": "业务任务闭环",
      "description": "用业务方提供的真实任务样本，判断事情是否办完。"
    },
    {
      "position": 2,
      "name": "模型输出质量",
      "description": "分开检查事实错误、拒答边界和重复提问的一致性。"
    },
    {
      "position": 3,
      "name": "知识检索",
      "description": "分开测召回、精确、忠实和相关，不能把资料导入当成验收。"
    },
    {
      "position": 4,
      "name": "工具调用",
      "description": "同时测试正常路径、错误参数、接口失败、留痕和撤回。"
    },
    {
      "position": 5,
      "name": "安全与权限",
      "description": "用不同角色账号验证数据边界、注入防护和审计日志。"
    },
    {
      "position": 6,
      "name": "性能与成本",
      "description": "检查首字时间、完整响应、并发、单次成本和人工返工。"
    },
    {
      "position": 7,
      "name": "回归与持续运营",
      "description": "固定回归集、更新责任、异常闭环和上线后的质量监测。"
    }
  ],
  "sources": [
    "https://www.qidianzn.cn/insights/enterprise-ai-acceptance-criteria",
    "https://github.com/vectara/hallucination-leaderboard",
    "https://docs.ragas.io/",
    "https://arxiv.org/abs/2306.05685"
  ]
}