{
  "ticker": {
    "uuid": "1f79a2dc-16c3-459f-a0fb-fb821240c725",
    "symbol": "ITUB3",
    "name": "Ita\u00fa Unibanco Holding S.A.",
    "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": 92.873,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 56.609,
    "architecture_energy": 40.496,
    "architecture_maturity": 18.684,
    "architecture_confidence": 68.327,
    "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": 34.23,
        "rotation_up": 53.32,
        "upward_expansion": 75.95,
        "deceleration": 65.39,
        "rotation_down": 18.21,
        "downward_expansion": 4.95
      },
      "activity_lines": [
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        43.047887
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      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 43.650002,
    "trend_reference": 42.534092,
    "distance_from_trend": 0.026236,
    "trend_direction": "Improving",
    "fair_value": 27.401166,
    "distance_from_fair_value": 0.592998,
    "fair_value_direction": "Weakening",
    "relative_strength": 11.144273,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.015095,
    "excess_performance": 0.072144,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.026236,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.07945,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.592998,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.034348,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.111443,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.093844,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.015095,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.215398,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 11171300,
      "relative_activity": 0.926619,
      "balance": 0.215398,
      "dry_up": 0.806308,
      "accumulation_observations": 0,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.04212,
      "annualized_volatility": 0.260759,
      "from_high_reference": -0.07818,
      "from_low_reference": 0.508328
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    "levels": {
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      "fair_value_reference": 27.401166,
      "structural_low": 38.88239,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 33,
        "median_return": 0.009699,
        "positive_rate": 0.515152,
        "directional_follow_through": 0.515152,
        "median_excess_return": 0.000142,
        "regime_survival": 0.727273,
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        "worst_return": -0.144923,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "worst_return": -0.262145,
        "sufficient": true
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        "horizon": "Extended",
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        "horizon": "Full cycle",
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      },
      {
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      },
      {
        "date": "2026-07-24",
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        "fair_value": 27.039317,
        "relative_strength": 13.563437,
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      },
      {
        "date": "2026-07-31",
        "close": 45.621698,
        "volume": 9574500,
        "typical_volume": 12066365.0,
        "trend": 42.301078,
        "fair_value": 27.225183,
        "relative_strength": 12.929419,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 67.861381,
        "energy": 72.598347,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-08-07",
        "close": 43.650002,
        "volume": 11171300,
        "typical_volume": 12055975.0,
        "trend": 42.534092,
        "fair_value": 27.401166,
        "relative_strength": 11.144273,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 56.6091,
        "energy": 40.496462,
        "activity_lines": [
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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."
    }
  }
}