Azure DevOps Demo Models · main
modelops.json

insurance/life-reserve-projection/modelops.json · 4,134 bytes · read-only public source view
{
  "schemaVersion": "1.0",
  "modelKey": "life-reserve-projection",
  "displayName": "Life Insurance Reserve Projection",
  "description": "Projects premiums, claims, expenses and statutory reserves under base and stress assumptions.",
  "industry": "Insurance",
  "technology": "Python",
  "version": "2.1.0",
  "engineKey": "life-reserve",
  "runtime": {
    "adapter": "Python",
    "version": "3.12",
    "entryPoint": "src/life_reserve.py"
  },
  "execution": {
    "mode": "managed-or-external",
    "workingDirectory": "insurance/life-reserve-projection",
    "universalRunner": "tools/modelops_demo_runner.py",
    "allowParameterCommandSubstitution": false
  },
  "parameters": [
    {
      "key": "policies",
      "label": "Policy count",
      "description": "Policy count",
      "type": "integer",
      "required": true,
      "defaultValue": "100000",
      "choices": [],
      "unit": "policies",
      "minimum": 1000,
      "maximum": 2000000
    },
    {
      "key": "averagePremium",
      "label": "Average annual premium",
      "description": "Average annual premium",
      "type": "decimal",
      "required": true,
      "defaultValue": "1250",
      "choices": [],
      "unit": "CAD",
      "minimum": 100,
      "maximum": 10000
    },
    {
      "key": "claimRate",
      "label": "Annual claim rate",
      "description": "Annual claim rate",
      "type": "decimal",
      "required": true,
      "defaultValue": "0.012",
      "choices": [],
      "unit": "ratio",
      "minimum": 0,
      "maximum": 0.2
    },
    {
      "key": "averageClaim",
      "label": "Average claim amount",
      "description": "Average claim amount",
      "type": "decimal",
      "required": true,
      "defaultValue": "85000",
      "choices": [],
      "unit": "CAD",
      "minimum": 1000,
      "maximum": 1000000
    },
    {
      "key": "expenseRatio",
      "label": "Expense ratio",
      "description": "Expense ratio",
      "type": "decimal",
      "required": true,
      "defaultValue": "0.18",
      "choices": [],
      "unit": "ratio",
      "minimum": 0,
      "maximum": 0.8
    },
    {
      "key": "discountRate",
      "label": "Discount rate",
      "description": "Discount rate",
      "type": "decimal",
      "required": true,
      "defaultValue": "0.035",
      "choices": [],
      "unit": "ratio",
      "minimum": 0,
      "maximum": 0.15
    },
    {
      "key": "projectionYears",
      "label": "Projection years",
      "description": "Projection years",
      "type": "integer",
      "required": true,
      "defaultValue": "20",
      "choices": [],
      "unit": "years",
      "minimum": 1,
      "maximum": 60
    },
    {
      "key": "scenario",
      "label": "Scenario",
      "description": "Scenario",
      "type": "choice",
      "required": true,
      "defaultValue": "Base",
      "choices": [
        "Base",
        "Adverse mortality",
        "Low interest",
        "Combined stress"
      ],
      "unit": ""
    }
  ],
  "inputs": [
    {
      "key": "assumptions",
      "label": "Actuarial assumptions",
      "description": "Actuarial assumptions",
      "kind": "file",
      "required": false,
      "acceptedExtensions": [
        ".csv"
      ],
      "samplePath": "sample-inputs/assumptions.csv"
    }
  ],
  "outputs": [
    {
      "key": "projection",
      "label": "Reserve projection",
      "description": "Reserve projection",
      "pathTemplate": "outputs/reserve_projection.csv",
      "contentType": "text/csv",
      "required": true
    },
    {
      "key": "summary",
      "label": "Valuation summary",
      "description": "Valuation summary",
      "pathTemplate": "outputs/summary.json",
      "contentType": "application/json",
      "required": true
    }
  ],
  "resources": {
    "cpuCores": 1,
    "memoryMb": 512,
    "timeoutSeconds": 120
  },
  "governance": {
    "criticality": "High",
    "owner": "Demo Model Governance",
    "reviewCycle": "Quarterly",
    "dataClassification": "Synthetic demo data",
    "tags": [
      "Actuarial",
      "Valuation",
      "IFRS 17",
      "Stress testing"
    ]
  }
}