AI Data Analysis & Reporting

Human → AI

Upload data, AI analyzes trends, human confirms before distribution.

5 nodes · 4 edgesanalytics

agenthumandb

Visual

Upload Datasethuman

Analyst uploads CSV/database query results.

↓sequential→ AI Statistical Analysis

AI Statistical Analysisagent

Identify trends, anomalies, correlations.

↓sequential→ Generate Visualizations

Generate Visualizationscli

Produce charts and dashboards from analysis.

↓sequential→ Analyst Review

Analyst Reviewhuman

Human validates AI conclusions.

↓conditional→ Distribute Report

Distribute Reportapi

Email report to stakeholders.

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uc-data-analysis.osop.yaml

osop_version: "1.0"
id: "ai-data-analysis"
name: "AI Data Analysis & Reporting"
description: "Upload data, AI analyzes trends, human confirms before distribution."

nodes:
  - id: "upload"
    type: "human"
    subtype: "input"
    name: "Upload Dataset"
    description: "Analyst uploads CSV/database query results."

  - id: "analyze"
    type: "agent"
    subtype: "llm"
    name: "AI Statistical Analysis"
    description: "Identify trends, anomalies, correlations."
    timeout_sec: 120

  - id: "generate_charts"
    type: "cli"
    subtype: "script"
    name: "Generate Visualizations"
    description: "Produce charts and dashboards from analysis."

  - id: "review"
    type: "human"
    subtype: "review"
    name: "Analyst Review"
    description: "Human validates AI conclusions."
    security:
      approval_gate: true

  - id: "distribute"
    type: "api"
    subtype: "rest"
    name: "Distribute Report"
    description: "Email report to stakeholders."

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"

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