{
  "value": "production_variance_analyzer",
  "label": "Analyze Production Variances",
  "description": "This workflow helps analyze production variances from plan. Provide planned vs. actual data. The AI will identify variance drivers, assess impacts, and recommend corrective actions.",
  "name": "Production Variance Analyzer",
  "category": "Manufacturing",
  "type": "Business Department",
  "config": {
    "temperature": 20,
    "frequencyPenalty": 0,
    "disableRAG": true,
    "prompt": [
      {
        "role": "user",
        "content": "<role>Act as a production planning analyst with expertise in variance analysis and production optimization.</role><task>Analyze production variances. Include: (1) Variance quantification by category, (2) Root cause identification, (3) Impact assessment, (4) Trend analysis, (5) Recovery options, (6) Prevention opportunities, (7) Escalation needs.</task><output>Generate variance analysis with categorized variances, root causes, recovery plans, and prevention recommendations.</output>"
      }
    ]
  }
}