{
  "ticker": {
    "uuid": "115b4c5b-7a9e-47a9-bce9-98dd78f183ee",
    "symbol": "TDG",
    "name": "TransDigm Group Incorporated",
    "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": "4c",
    "phase_label": "Stage 4C \u00b7 Repair watch",
    "transition": "stage_4_to_1_watch",
    "transition_label": "Stage 4 \u2192 1 repair watch",
    "confidence": 68.992,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Emerging rotation",
    "architecture_gate": "mixed",
    "architecture_direction": 10.24,
    "architecture_energy": 19.103,
    "architecture_maturity": 68.793,
    "architecture_confidence": 52.118,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair."
      },
      "scores": {
        "balance": 58.52,
        "rotation_up": 22.36,
        "upward_expansion": 35.74,
        "deceleration": 67.3,
        "rotation_down": 40.42,
        "downward_expansion": 22.07
      },
      "activity_lines": [
        21937.983073,
        22136.572585,
        21704.613411,
        21612.746405
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 21665.949219,
    "trend_reference": 21735.410677,
    "distance_from_trend": -0.003196,
    "trend_direction": "Weakening",
    "fair_value": 22954.502629,
    "distance_from_fair_value": -0.056135,
    "fair_value_direction": "Improving",
    "relative_strength": -7.880768,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.006149,
    "excess_performance": 0.048518,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.003196,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.036429,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.056135,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.051723,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.078808,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.193582,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.006149,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.181572,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 174,
      "relative_activity": 3.625,
      "balance": 0.181572,
      "dry_up": 0.9375,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.02368,
      "annualized_volatility": 0.242912,
      "from_high_reference": -0.165314,
      "from_low_reference": 0.088413
    },
    "levels": {
      "trend_reference": 21735.410677,
      "fair_value_reference": 22954.502629,
      "structural_low": 19906.0,
      "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": 4,
        "median_return": -0.011051,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.015949,
        "regime_survival": 0.5,
        "best_return": 0.022991,
        "worst_return": -0.051233,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": -0.0113,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.076717,
        "regime_survival": 0.0,
        "best_return": -0.001021,
        "worst_return": -0.021579,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.009251,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.056539,
        "regime_survival": 0.0,
        "best_return": 0.078712,
        "worst_return": -0.06021,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.153342,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.066688,
        "regime_survival": 0.0,
        "best_return": 0.514654,
        "worst_return": -0.207971,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-07-21",
        "end": "2024-04-26",
        "tenure": "Extended",
        "return": 0.340766,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-05-03",
        "end": "2024-05-10",
        "tenure": "New",
        "return": 0.102931,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-07-26",
        "tenure": "Developing",
        "return": 0.05313,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-02",
        "end": "2024-08-16",
        "tenure": "New",
        "return": -0.012621,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-08-23",
        "end": "2024-12-13",
        "tenure": "Established",
        "return": 0.142288,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-12-20",
        "end": "2025-02-21",
        "tenure": "Developing",
        "return": 0.073872,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-02-28",
        "end": "2025-04-11",
        "tenure": "Developing",
        "return": -0.04055,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-18",
        "end": "2025-06-20",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "tenure": "Developing",
        "return": 0.076547,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-08-08",
        "end": "2025-09-12",
        "tenure": "Developing",
        "return": -0.083775,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-09-19",
        "end": "2025-12-05",
        "tenure": "Developing",
        "return": 0.064543,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
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      {
        "regime": "rotation_up",
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        "active": true
      }
    ],
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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      },
      {
        "date": "2026-07-17",
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        "volume": 6,
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        "fair_value": 22819.410864,
        "relative_strength": -8.569343,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 28.356342,
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      },
      {
        "date": "2026-07-24",
        "close": 22000.0,
        "volume": 0,
        "typical_volume": 41.35,
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        "fair_value": 22865.155236,
        "relative_strength": -7.292465,
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        "modifier": "Emerging rotation",
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        "energy": 43.921376,
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      },
      {
        "date": "2026-07-31",
        "close": 22000.0,
        "volume": 0,
        "typical_volume": 40.2,
        "trend": 21801.741732,
        "fair_value": 22910.899608,
        "relative_strength": -7.077482,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 20.859192,
        "energy": 27.002138,
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      },
      {
        "date": "2026-08-07",
        "close": 21665.949219,
        "volume": 174,
        "typical_volume": 48.0,
        "trend": 21735.410677,
        "fair_value": 22954.502629,
        "relative_strength": -7.880768,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 10.239746,
        "energy": 19.102603,
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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."
    }
  }
}