{
  "ticker": {
    "uuid": "b57c4111-2473-4c32-8ed8-15a35a246d0a",
    "symbol": "UBSG34",
    "name": "UBS Group AG",
    "exchange": "SAO",
    "country": "BR",
    "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": "^BVSP",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 79.864,
    "architecture_energy": 70.422,
    "architecture_maturity": 39.351,
    "architecture_confidence": 94.735,
    "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": 8.89,
        "rotation_up": 65.08,
        "upward_expansion": 87.67,
        "deceleration": 59.58,
        "rotation_down": 25.4,
        "downward_expansion": 12.0
      },
      "activity_lines": [
        66.980665,
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        60.201946
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.833333
    },
    "latest_close": 68.199997,
    "trend_reference": 58.047637,
    "distance_from_trend": 0.174897,
    "trend_direction": "Improving",
    "fair_value": 44.972059,
    "distance_from_fair_value": 0.516497,
    "fair_value_direction": "Improving",
    "relative_strength": 16.170539,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.120764,
    "excess_performance": 0.177812,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.174897,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.054382,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.516497,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.193966,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.161705,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.268178,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.120764,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 9.724415,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 230,
      "relative_activity": 0.102416,
      "balance": 9.724415,
      "dry_up": 0.28977,
      "accumulation_observations": 2,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.033595,
      "annualized_volatility": 0.281776,
      "from_high_reference": -0.026618,
      "from_low_reference": 0.445603
    },
    "levels": {
      "trend_reference": 58.047637,
      "fair_value_reference": 44.972059,
      "structural_low": 47.177545,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 32,
        "median_return": 0.01043,
        "positive_rate": 0.59375,
        "directional_follow_through": 0.59375,
        "median_excess_return": -0.000673,
        "regime_survival": 0.71875,
        "best_return": 0.115571,
        "worst_return": -0.257145,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
        "median_return": 0.014142,
        "positive_rate": 0.583333,
        "directional_follow_through": 0.583333,
        "median_excess_return": -0.038363,
        "regime_survival": 0.5,
        "best_return": 0.194141,
        "worst_return": -0.239719,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": 0.088916,
        "positive_rate": 0.857143,
        "directional_follow_through": 0.857143,
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        "regime_survival": 0.428571,
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        "worst_return": -0.094184,
        "sufficient": true
      },
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        "horizon": "Full cycle",
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        "worst_return": -0.171938,
        "sufficient": false
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "tenure": "Developing",
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      {
        "regime": "rotation_down",
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        "active": false
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      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "date": "2026-05-01",
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        "stage": 2,
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        "date": "2026-06-05",
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      },
      {
        "date": "2026-06-26",
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        "direction": 52.481995,
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      },
      {
        "date": "2026-07-03",
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        "fair_value": 43.62164,
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      },
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        "date": "2026-07-10",
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        "trend": 57.50435,
        "fair_value": 43.895856,
        "relative_strength": 9.716521,
        "stage": 2,
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        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.190187,
        "energy": 92.055912,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 67.364998,
        "volume": 400,
        "typical_volume": 2246.4,
        "trend": 57.666376,
        "fair_value": 44.174612,
        "relative_strength": 13.908475,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 80.586212,
        "energy": 91.379274,
        "activity_lines": [
          66.226332,
          64.277136,
          60.291181,
          58.464642
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      },
      {
        "date": "2026-07-24",
        "close": 65.262497,
        "volume": 604,
        "typical_volume": 2263.4,
        "trend": 57.716036,
        "fair_value": 44.435662,
        "relative_strength": 10.230107,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.032328,
        "energy": 86.158553,
        "activity_lines": [
          66.114998,
          64.756817,
          61.098771,
          58.954714
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      },
      {
        "date": "2026-07-31",
        "close": 66.709999,
        "volume": 1369,
        "typical_volume": 2268.85,
        "trend": 57.86186,
        "fair_value": 44.705991,
        "relative_strength": 10.184176,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 70.904254,
        "energy": 77.750008,
        "activity_lines": [
          66.401998,
          65.36218,
          61.974203,
          59.53497
        ]
      },
      {
        "date": "2026-08-07",
        "close": 68.199997,
        "volume": 230,
        "typical_volume": 2245.75,
        "trend": 58.047637,
        "fair_value": 44.972059,
        "relative_strength": 16.170539,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 79.864494,
        "energy": 70.422173,
        "activity_lines": [
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          66.107362,
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          60.201946
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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."
    }
  }
}