{
  "synthetic": true,
  "capability": "monthly-value-summary",
  "status": "available",
  "scenario": "The owner sees higher revenue and assumes the month improved, while cash and margin moved the other way.",
  "sourceTable": {
    "columns": [
      "Metric",
      "June",
      "July",
      "Movement"
    ],
    "rows": [
      [
        "Revenue",
        "$100,000",
        "$110,000",
        "+$10,000"
      ],
      [
        "Gross margin",
        "45%",
        "40%",
        "-5 pts"
      ],
      [
        "Cash",
        "$80,000",
        "$70,000",
        "-$10,000"
      ],
      [
        "AR over 60 days",
        "$18,000",
        "$29,000",
        "+$11,000"
      ]
    ]
  },
  "deterministicRule": "Compare current, prior, and threshold values, then organize material changes into a discussion sequence.",
  "flaggedFinding": "Revenue increased, but margin, cash, and aging all deteriorated.",
  "possibleReasons": "The pattern suggests growth may be consuming cash, but only job, billing, collection, and cost context can explain why.",
  "humanReviewQuestions": [
    "Which work produced the revenue increase?",
    "Why did older receivables grow?",
    "What action will improve cash before the next payroll cycle?"
  ],
  "operatingDecision": "Assign owners to the margin and collections investigations, then track the actions at the next monthly review."
}