{
  "ticker": {
    "uuid": "129a9dbd-fd19-485f-bf16-30a19d52039f",
    "symbol": "Q",
    "name": "Qu\u00e1litas Controladora, S.A.B. de C.V.",
    "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": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "mixed",
    "architecture_direction": -29.09,
    "architecture_energy": 47.465,
    "architecture_maturity": 41.477,
    "architecture_confidence": 81.589,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 38.44,
        "rotation_up": 16.93,
        "upward_expansion": 24.54,
        "deceleration": 50.31,
        "rotation_down": 65.48,
        "downward_expansion": 47.21
      },
      "activity_lines": [
        161.253334,
        166.678727,
        168.849974,
        168.248577
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.333333
    },
    "latest_close": 158.0,
    "trend_reference": 167.366024,
    "distance_from_trend": -0.055961,
    "trend_direction": "Weakening",
    "fair_value": 161.815701,
    "distance_from_fair_value": -0.023581,
    "fair_value_direction": "Weakening",
    "relative_strength": -7.564668,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.044493,
    "excess_performance": 0.010173,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.055961,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.011506,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.023581,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.076123,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.075647,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.055385,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.044493,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.296088,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 6516496,
      "relative_activity": 2.12371,
      "balance": 0.296088,
      "dry_up": 1.891766,
      "accumulation_observations": 2,
      "distribution_observations": 6
    },
    "risk": {
      "range_context": 0.05497,
      "annualized_volatility": 0.218998,
      "from_high_reference": -0.158829,
      "from_low_reference": 0.071048
    },
    "levels": {
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      "fair_value_reference": 161.815701,
      "structural_low": 152.74613,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 28,
        "median_return": 0.015743,
        "positive_rate": 0.535714,
        "directional_follow_through": 0.535714,
        "median_excess_return": 0.015392,
        "regime_survival": 0.821429,
        "best_return": 0.17757,
        "worst_return": -0.118142,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
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        "positive_rate": 0.7,
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        "regime_survival": 0.6,
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        "worst_return": -0.252394,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.05458,
        "positive_rate": 0.4,
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        "regime_survival": 0.4,
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        "worst_return": -0.091397,
        "sufficient": true
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        "horizon": "Full cycle",
        "sample_count": 4,
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        "worst_return": -0.116952,
        "sufficient": false
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        "regime": "deceleration",
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        "regime": "downward_expansion",
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      },
      {
        "date": "2026-04-17",
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      },
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        "date": "2026-05-08",
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        "date": "2026-05-15",
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        "stage": 4,
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      },
      {
        "date": "2026-05-22",
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        "stage": 4,
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        "modifier": "Balance after decline",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "date": "2026-06-05",
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        "date": "2026-06-12",
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        "fair_value": 158.991944,
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        "stage": 1,
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "stage": 2,
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      },
      {
        "date": "2026-07-03",
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        "stage": 2,
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        "activity_lines": [
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      },
      {
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        "fair_value": 160.559379,
        "relative_strength": 0.567607,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "direction": 53.521915,
        "energy": 45.95469,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 173.009995,
        "volume": 3383504,
        "typical_volume": 2493432.5,
        "trend": 169.544686,
        "fair_value": 160.964776,
        "relative_strength": 0.723568,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 51.527521,
        "energy": 32.144348,
        "activity_lines": [
          174.913999,
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      },
      {
        "date": "2026-07-24",
        "close": 158.759995,
        "volume": 5119314,
        "typical_volume": 2619103.55,
        "trend": 168.734306,
        "fair_value": 161.284769,
        "relative_strength": -6.89903,
        "stage": 4,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 6.1859,
        "energy": 8.067065,
        "activity_lines": [
          169.303997,
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      },
      {
        "date": "2026-07-31",
        "close": 158.320007,
        "volume": 8199839,
        "typical_volume": 2875921.5,
        "trend": 167.935879,
        "fair_value": 161.569144,
        "relative_strength": -7.619776,
        "stage": 4,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "mixed",
        "direction": -28.491384,
        "energy": 29.730798,
        "activity_lines": [
          164.776,
          169.068,
          169.911896,
          168.889602
        ]
      },
      {
        "date": "2026-08-07",
        "close": 158.0,
        "volume": 6516496,
        "typical_volume": 3068449.45,
        "trend": 167.366024,
        "fair_value": 161.815701,
        "relative_strength": -7.564668,
        "stage": 4,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "mixed",
        "direction": -29.089807,
        "energy": 47.46498,
        "activity_lines": [
          161.253334,
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          168.849974,
          168.248577
        ]
      }
    ],
    "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."
    }
  }
}