{
  "ticker": {
    "uuid": "81bfdfa7-8448-4de0-8f58-87f4d9552db8",
    "symbol": "FICO1",
    "name": "Fair Isaac Corporation",
    "exchange": "MEX",
    "country": "MX",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^MXX",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Structural failure",
    "architecture_gate": "down",
    "architecture_direction": -63.173,
    "architecture_energy": 40.107,
    "architecture_maturity": 22.647,
    "architecture_confidence": 67.413,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 42.33,
        "rotation_up": 12.68,
        "upward_expansion": 17.74,
        "deceleration": 55.67,
        "rotation_down": 64.12,
        "downward_expansion": 60.74
      },
      "activity_lines": [
        19973.031771,
        20532.206286,
        20362.228804,
        20478.294187
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 17880.0,
    "trend_reference": 21492.300391,
    "distance_from_trend": -0.168074,
    "trend_direction": "Weakening",
    "fair_value": 27761.312638,
    "distance_from_fair_value": -0.355938,
    "fair_value_direction": "Weakening",
    "relative_strength": -31.561197,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.334604,
    "excess_performance": -0.279937,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.168074,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.139518,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.355938,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.059619,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.315612,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.080638,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.334604,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.11546,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 193,
      "relative_activity": 0.492347,
      "balance": 0.11546,
      "dry_up": 1.288265,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.066384,
      "annualized_volatility": 0.653418,
      "from_high_reference": -0.485364,
      "from_low_reference": 0.1175
    },
    "levels": {
      "trend_reference": 21492.300391,
      "fair_value_reference": 27761.312638,
      "structural_low": 16000.0,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 5,
        "median_return": -0.045,
        "positive_rate": 0.2,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.025157,
        "regime_survival": 0.4,
        "best_return": 0.055165,
        "worst_return": -0.187758,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": -0.005578,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.072609,
        "regime_survival": 0.0,
        "best_return": 0.014323,
        "worst_return": -0.39436,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.244498,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.236948,
        "regime_survival": 0.0,
        "best_return": 0.212292,
        "worst_return": -0.316484,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.16586,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.014322,
        "regime_survival": 0.5,
        "best_return": 0.716616,
        "worst_return": -0.384896,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-12-01",
        "end": "2024-03-22",
        "tenure": "Established",
        "return": 0.10587,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-03-29",
        "end": "2024-05-24",
        "tenure": "Developing",
        "return": 0.08412,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-31",
        "end": "2024-12-27",
        "tenure": "Extended",
        "return": 0.873754,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-03",
        "end": "2025-02-14",
        "tenure": "Developing",
        "return": -0.115656,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-02-21",
        "end": "2025-03-28",
        "tenure": "Developing",
        "return": -0.005339,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-04",
        "end": "2025-05-09",
        "tenure": "Developing",
        "return": 0.019767,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-16",
        "end": "2025-05-23",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-30",
        "end": "2025-09-26",
        "tenure": "Established",
        "return": -0.145782,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-10-03",
        "end": "2025-11-14",
        "tenure": "Developing",
        "return": -0.076238,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-21",
        "end": "2026-01-09",
        "tenure": "Developing",
        "return": -0.00695,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-01-16",
        "end": "2026-02-27",
        "tenure": "Developing",
        "return": -0.165801,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-06",
        "end": "2026-06-12",
        "tenure": "Established",
        "return": -0.162206,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-06-19",
        "end": "2026-07-31",
        "tenure": "Developing",
        "return": -0.005515,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 27.7,
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      {
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      },
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        "date": "2026-06-12",
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      },
      {
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      },
      {
        "date": "2026-07-03",
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      {
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      },
      {
        "date": "2026-07-17",
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        "volume": 60,
        "typical_volume": 311.85,
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        "fair_value": 27640.28463,
        "relative_strength": -17.59299,
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        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 3.439884,
        "energy": 13.499201,
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      },
      {
        "date": "2026-07-24",
        "close": 21655.0,
        "volume": 71,
        "typical_volume": 310.95,
        "trend": 22326.664779,
        "fair_value": 27692.720528,
        "relative_strength": -17.784583,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -1.914068,
        "energy": 22.179677,
        "activity_lines": [
          21665.420703,
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          20905.215759
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      },
      {
        "date": "2026-07-31",
        "close": 19770.369141,
        "volume": 1696,
        "typical_volume": 391.95,
        "trend": 21940.988737,
        "fair_value": 27733.075458,
        "relative_strength": -24.960893,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -31.467525,
        "energy": 20.001194,
        "activity_lines": [
          21098.989714,
          21165.016655,
          20550.600567,
          20740.29346
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      },
      {
        "date": "2026-08-07",
        "close": 17880.0,
        "volume": 193,
        "typical_volume": 392.0,
        "trend": 21492.300391,
        "fair_value": 27761.312638,
        "relative_strength": -31.561197,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -63.172607,
        "energy": 40.106825,
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          19973.031771,
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      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}