{
  "ticker": {
    "uuid": "74b93f8f-680a-4e65-a369-60167a70f3db",
    "symbol": "A1EG34",
    "name": "Aegon Ltd.",
    "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": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "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": 81.771,
    "architecture_energy": 86.332,
    "architecture_maturity": 28.318,
    "architecture_confidence": 80.482,
    "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": 0.0,
        "rotation_up": 79.21,
        "upward_expansion": 97.8,
        "deceleration": 40.53,
        "rotation_down": 14.11,
        "downward_expansion": 19.8
      },
      "activity_lines": [
        47.436667,
        46.396458,
        44.432402,
        42.782329
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 48.599998,
    "trend_reference": 41.222161,
    "distance_from_trend": 0.178977,
    "trend_direction": "Improving",
    "fair_value": 34.423586,
    "distance_from_fair_value": 0.411823,
    "fair_value_direction": "Improving",
    "relative_strength": 12.75197,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.188555,
    "excess_performance": 0.245603,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.178977,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.033526,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.411823,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.178003,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.12752,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.274647,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.188555,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.329214,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 171,
      "relative_activity": 0.661893,
      "balance": 0.329214,
      "dry_up": 0.545771,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.041186,
      "annualized_volatility": 0.385944,
      "from_high_reference": -0.01699,
      "from_low_reference": 0.437444
    },
    "levels": {
      "trend_reference": 41.222161,
      "fair_value_reference": 34.423586,
      "structural_low": 33.810001,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 29,
        "median_return": -0.000371,
        "positive_rate": 0.482759,
        "directional_follow_through": 0.482759,
        "median_excess_return": 0.00321,
        "regime_survival": 0.758621,
        "best_return": 0.130309,
        "worst_return": -0.181992,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
        "median_return": 0.045606,
        "positive_rate": 0.818182,
        "directional_follow_through": 0.818182,
        "median_excess_return": -0.017215,
        "regime_survival": 0.636364,
        "best_return": 0.191489,
        "worst_return": -0.134118,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.092851,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.019316,
        "regime_survival": 0.333333,
        "best_return": 0.263368,
        "worst_return": -0.079374,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.161623,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.036493,
        "regime_survival": 0.666667,
        "best_return": 0.49446,
        "worst_return": 0.10806,
        "sufficient": false
      }
    ],
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-03",
        "end": "2025-01-24",
        "tenure": "New",
        "return": 0.057566,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-04-18",
        "tenure": "Developing",
        "return": -0.021265,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-05-09",
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        "active": false
      },
      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "deceleration",
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        "active": false
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        "regime": "upward_expansion",
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        "active": false
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        "active": false
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        "regime": "rotation_down",
        "label": "Rotation Down",
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        "return": 0.0,
        "active": false
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        "regime": "downward_expansion",
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        "regime": "rotation_up",
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        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -15.375282,
        "energy": 23.846469,
        "activity_lines": [
          38.939572,
          37.943588,
          38.345452,
          39.064779
        ]
      },
      {
        "date": "2026-05-08",
        "close": 40.087364,
        "volume": 6,
        "typical_volume": 128.25,
        "trend": 39.786071,
        "fair_value": 32.490448,
        "relative_strength": -14.712694,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 1.850306,
        "energy": 19.032604,
        "activity_lines": [
          39.469044,
          38.429931,
          38.42513,
          39.08004
        ]
      },
      {
        "date": "2026-05-15",
        "close": 40.514236,
        "volume": 6,
        "typical_volume": 125.3,
        "trend": 39.810545,
        "fair_value": 32.620961,
        "relative_strength": -10.21692,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 24.836347,
        "energy": 28.001738,
        "activity_lines": [
          39.882981,
          38.962481,
          38.554571,
          39.127018
        ]
      },
      {
        "date": "2026-05-22",
        "close": 42.299347,
        "volume": 122,
        "typical_volume": 131.25,
        "trend": 39.87919,
        "fair_value": 32.764534,
        "relative_strength": -5.442382,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 42.672064,
        "energy": 51.168942,
        "activity_lines": [
          40.760013,
          39.752065,
          38.864527,
          39.287586
        ]
      },
      {
        "date": "2026-05-29",
        "close": 41.17395,
        "volume": 160,
        "typical_volume": 136.55,
        "trend": 39.884988,
        "fair_value": 32.898174,
        "relative_strength": -6.37674,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 26.905284,
        "energy": 52.429623,
        "activity_lines": [
          41.083402,
          40.18268,
          39.067018,
          39.371119
        ]
      },
      {
        "date": "2026-06-05",
        "close": 41.285179,
        "volume": 29,
        "typical_volume": 137.9,
        "trend": 39.905161,
        "fair_value": 33.029697,
        "relative_strength": -3.1744,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 27.936599,
        "energy": 54.46999,
        "activity_lines": [
          41.275705,
          40.545992,
          39.285751,
          39.461454
        ]
      },
      {
        "date": "2026-06-12",
        "close": 49.400002,
        "volume": 24,
        "typical_volume": 137.9,
        "trend": 40.159828,
        "fair_value": 33.213633,
        "relative_strength": 14.266354,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 70.931958,
        "energy": 86.063818,
        "activity_lines": [
          44.0517,
          42.294086,
          40.280348,
          40.074024
        ]
      },
      {
        "date": "2026-06-19",
        "close": 43.84,
        "volume": 0,
        "typical_volume": 135.3,
        "trend": 40.281161,
        "fair_value": 33.363571,
        "relative_strength": 2.97544,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 66.586655,
        "energy": 81.370857,
        "activity_lines": [
          44.353519,
          42.791635,
          40.704468,
          40.311455
        ]
      },
      {
        "date": "2026-06-26",
        "close": 43.200001,
        "volume": 2014,
        "typical_volume": 235.4,
        "trend": 40.305494,
        "fair_value": 33.504027,
        "relative_strength": -1.046709,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.004072,
        "energy": 78.419574,
        "activity_lines": [
          44.220288,
          43.076367,
          41.051064,
          40.499767
        ]
      },
      {
        "date": "2026-07-03",
        "close": 45.220001,
        "volume": 1,
        "typical_volume": 234.9,
        "trend": 40.396161,
        "fair_value": 33.653468,
        "relative_strength": 3.118816,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 70.941633,
        "energy": 80.622865,
        "activity_lines": [
          44.700346,
          43.663312,
          41.579041,
          40.816832
        ]
      },
      {
        "date": "2026-07-10",
        "close": 45.0,
        "volume": 92,
        "typical_volume": 238.75,
        "trend": 40.567828,
        "fair_value": 33.79895,
        "relative_strength": 0.727836,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.992048,
        "energy": 56.766328,
        "activity_lines": [
          44.837334,
          44.090829,
          42.057589,
          41.113854
        ]
      },
      {
        "date": "2026-07-17",
        "close": 45.650002,
        "volume": 36,
        "typical_volume": 239.4,
        "trend": 40.689495,
        "fair_value": 33.949166,
        "relative_strength": 4.831351,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 71.35466,
        "energy": 57.874389,
        "activity_lines": [
          44.943334,
          44.535919,
          42.566424,
          41.441736
        ]
      },
      {
        "date": "2026-07-24",
        "close": 46.549999,
        "volume": 243,
        "typical_volume": 250.3,
        "trend": 40.817161,
        "fair_value": 34.103338,
        "relative_strength": 6.919349,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 75.391286,
        "energy": 69.64981,
        "activity_lines": [
          45.599334,
          45.043506,
          43.126258,
          41.819833
        ]
      },
      {
        "date": "2026-07-31",
        "close": 48.150002,
        "volume": 114,
        "typical_volume": 251.5,
        "trend": 41.014161,
        "fair_value": 34.26352,
        "relative_strength": 8.231931,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 82.633563,
        "energy": 81.767716,
        "activity_lines": [
          46.608001,
          45.732261,
          43.792044,
          42.29292
        ]
      },
      {
        "date": "2026-08-07",
        "close": 48.599998,
        "volume": 171,
        "typical_volume": 258.35,
        "trend": 41.222161,
        "fair_value": 34.423586,
        "relative_strength": 12.75197,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.770673,
        "energy": 86.331914,
        "activity_lines": [
          47.436667,
          46.396458,
          44.432402,
          42.782329
        ]
      }
    ],
    "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."
    }
  }
}