bakery-ia/shared/demo/fixtures/professional/10-forecasting.json

{
  "forecasts": [
    {
      "id": "80000000-0000-0000-0000-000000000001",
      "tenant_id": "a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6",
      "product_id": "20000000-0000-0000-0000-000000000001",
      "forecast_date": "BASE_TS + 18h",
      "predicted_quantity": 50.0,
      "confidence_score": 0.92,
      "forecast_horizon_days": 1,
      "created_at": "BASE_TS",
      "notes": "Regular daily demand forecast"
    },
    {
      "id": "80000000-0000-0000-0000-000000000002",
      "tenant_id": "a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6",
      "product_id": "20000000-0000-0000-0000-000000000002",
      "forecast_date": "BASE_TS + 18h",
      "predicted_quantity": 15.0,
      "confidence_score": 0.88,
      "forecast_horizon_days": 1,
      "created_at": "BASE_TS",
      "notes": "Croissant demand forecast"
    },
    {
      "id": "80000000-0000-0000-0000-000000000003",
      "tenant_id": "a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6",
      "product_id": "20000000-0000-0000-0000-000000000003",
      "forecast_date": "BASE_TS + 18h",
      "predicted_quantity": 10.0,
      "confidence_score": 0.85,
      "forecast_horizon_days": 1,
      "created_at": "BASE_TS",
      "notes": "Country bread demand forecast"
    },
    {
      "id": "80000000-0000-0000-0000-000000000099",
      "tenant_id": "a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6",
      "product_id": "20000000-0000-0000-0000-000000000001",
      "forecast_date": "BASE_TS + 1d 18h",
      "predicted_quantity": 75.0,
      "confidence_score": 0.95,
      "forecast_horizon_days": 2,
      "created_at": "BASE_TS",
      "notes": "Weekend demand spike forecast",
      "reasoning_data": {
        "type": "demand_spike",
        "parameters": {
          "event_type": "weekend",
          "demand_increase_factor": 1.5,
          "historical_pattern": "weekend_spike"
        }
      }
    },
    {
      "id": "80000000-0000-0000-0000-000000000100",
      "tenant_id": "a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6",
      "product_id": "20000000-0000-0000-0000-000000000001",
      "forecast_date": "BASE_TS + 2d 18h",
      "predicted_quantity": 60.0,
      "confidence_score": 0.92,
      "forecast_horizon_days": 3,
      "created_at": "BASE_TS",
      "notes": "Sunday demand forecast - slightly lower than Saturday",
      "historical_accuracy": 0.9
    },
    {
      "id": "80000000-0000-0000-0000-000000000101",
      "tenant_id": "a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6",
      "product_id": "20000000-0000-0000-0000-000000000002",
      "forecast_date": "BASE_TS + 18h",
      "predicted_quantity": 15.0,
      "confidence_score": 0.88,
      "forecast_horizon_days": 1,
      "created_at": "BASE_TS",
      "notes": "Croissant demand forecast - weekend preparation",
      "historical_accuracy": 0.89
    },
    {
      "id": "80000000-0000-0000-0000-000000000102",
      "tenant_id": "a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6",
      "product_id": "20000000-0000-0000-0000-000000000002",
      "forecast_date": "BASE_TS + 1d 18h",
      "predicted_quantity": 25.0,
      "confidence_score": 0.9,
      "forecast_horizon_days": 2,
      "created_at": "BASE_TS",
      "notes": "Weekend croissant demand - higher than weekdays",
      "historical_accuracy": 0.91
    },
    {
      "id": "80000000-0000-0000-0000-000000000103",
      "tenant_id": "a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6",
      "product_id": "20000000-0000-0000-0000-000000000003",
      "forecast_date": "BASE_TS + 18h",
      "predicted_quantity": 10.0,
      "confidence_score": 0.85,
      "forecast_horizon_days": 1,
      "created_at": "BASE_TS",
      "notes": "Country bread demand forecast",
      "historical_accuracy": 0.88
    },
    {
      "id": "80000000-0000-0000-0000-000000000104",
      "tenant_id": "a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6",
      "product_id": "20000000-0000-0000-0000-000000000003",
      "forecast_date": "BASE_TS + 1d 18h",
      "predicted_quantity": 12.0,
      "confidence_score": 0.87,
      "forecast_horizon_days": 2,
      "created_at": "BASE_TS",
      "notes": "Weekend country bread demand",
      "historical_accuracy": 0.9
    },
    {
      "id": "80000000-0000-0000-0000-000000000105",
      "tenant_id": "a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6",
      "product_id": "20000000-0000-0000-0000-000000000001",
      "forecast_date": "BASE_TS + 3d 18h",
      "predicted_quantity": 45.0,
      "confidence_score": 0.91,
      "forecast_horizon_days": 4,
      "created_at": "BASE_TS",
      "notes": "Monday demand - back to normal after weekend",
      "historical_accuracy": 0.92
    },
    {
      "id": "80000000-0000-0000-0000-000000000106",
      "tenant_id": "a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6",
      "product_id": "20000000-0000-0000-0000-000000000001",
      "forecast_date": "BASE_TS + 4d 18h",
      "predicted_quantity": 48.0,
      "confidence_score": 0.9,
      "forecast_horizon_days": 5,
      "created_at": "BASE_TS",
      "notes": "Tuesday demand forecast",
      "historical_accuracy": 0.9
    },
    {
      "id": "80000000-0000-0000-0000-000000000107",
      "tenant_id": "a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6",
      "product_id": "20000000-0000-0000-0000-000000000001",
      "forecast_date": "BASE_TS + 5d 18h",
      "predicted_quantity": 50.0,
      "confidence_score": 0.89,
      "forecast_horizon_days": 6,
      "created_at": "BASE_TS",
      "notes": "Wednesday demand forecast",
      "historical_accuracy": 0.89
    }
  ],
  "prediction_batches": [
    {
      "id": "80000000-0000-0000-0000-000000001001",
      "tenant_id": "a1b2c3d4-e5f6-47a8-b9c0-d1e2f3a4b5c6",
      "batch_id": "20250116-001",
      "prediction_date": "BASE_TS",
      "status": "COMPLETED",
      "total_forecasts": 4,
      "created_at": "BASE_TS",
      "notes": "Daily forecasting batch"
    }
  ]
}