AI 數據分析與報告

Human → AI

上傳數據,AI 分析趨勢,人工確認後再進行分發。

5 個節點 · 4 條連接analytics
agenthumandb
視覺化
上傳資料集human

分析師上傳 CSV 或資料庫查詢結果。

sequentialAI 統計分析
AI 統計分析agent

識別趨勢、異常值與相關性。

sequential生成視覺化圖表
生成視覺化圖表cli

根據分析結果產生圖表與儀表板。

sequential分析師審查
分析師審查human

人工驗證 AI 的結論。

conditional分發報告
分發報告api

以電子郵件將報告發送給相關利害關係人。

uc-data-analysis.osop.yaml
osop_version: "1.0"
id: "ai-data-analysis"
name:"AI 數據分析與報告"
description:"上傳數據,AI 分析趨勢,人工確認後再進行分發。"

nodes:
  - id: "upload"
    type: "human"
    subtype: "input"
    name: "上傳資料集"
    description: "分析師上傳 CSV 或資料庫查詢結果。"

  - id: "analyze"
    type: "agent"
    subtype: "llm"
    name: "AI 統計分析"
    description: "識別趨勢、異常值與相關性。"
    timeout_sec: 120

  - id: "generate_charts"
    type: "cli"
    subtype: "script"
    name: "生成視覺化圖表"
    description: "根據分析結果產生圖表與儀表板。"

  - id: "review"
    type: "human"
    subtype: "review"
    name: "分析師審查"
    description: "人工驗證 AI 的結論。"
    security:
      approval_gate: true

  - id: "distribute"
    type: "api"
    subtype: "rest"
    name: "分發報告"
    description: "以電子郵件將報告發送給相關利害關係人。"

edges:
  - from: "upload"
    to: "analyze"
    mode: "sequential"
  - from: "analyze"
    to: "generate_charts"
    mode: "sequential"
  - from: "generate_charts"
    to: "review"
    mode: "sequential"
  - from: "review"
    to: "distribute"
    mode: "conditional"
    when: "review.approved == true"