{
  "ticker": {
    "uuid": "14cc1158-0ebb-41f9-bc2c-1ee2fd546e23",
    "symbol": "GSGI34",
    "name": "The Goldman Sachs Group, Inc.",
    "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": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 40.136,
    "architecture_energy": 25.483,
    "architecture_maturity": 53.151,
    "architecture_confidence": 94.106,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 40.2,
        "rotation_up": 31.88,
        "upward_expansion": 62.78,
        "deceleration": 88.12,
        "rotation_down": 26.08,
        "downward_expansion": 15.12
      },
      "activity_lines": [
        176.524002,
        178.268729,
        173.586268,
        167.899325
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 176.0,
    "trend_reference": 162.864347,
    "distance_from_trend": 0.080654,
    "trend_direction": "Improving",
    "fair_value": 109.68147,
    "distance_from_fair_value": 0.604647,
    "fair_value_direction": "Improving",
    "relative_strength": 9.544426,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.100564,
    "excess_performance": 0.157612,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.080654,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.055382,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.604647,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.071434,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.095444,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.178753,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.100564,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.776449,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 227246,
      "relative_activity": 2.190347,
      "balance": 1.776449,
      "dry_up": 2.886121,
      "accumulation_observations": 5,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.069587,
      "annualized_volatility": 0.26267,
      "from_high_reference": -0.102316,
      "from_low_reference": 0.379448
    },
    "levels": {
      "trend_reference": 162.864347,
      "fair_value_reference": 109.68147,
      "structural_low": 135.581453,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 12,
        "median_return": 0.02514,
        "positive_rate": 0.583333,
        "directional_follow_through": 0.583333,
        "median_excess_return": -0.013968,
        "regime_survival": 0.416667,
        "best_return": 0.219147,
        "worst_return": -0.130004,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.055736,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
        "median_excess_return": 0.050034,
        "regime_survival": 0.142857,
        "best_return": 0.310444,
        "worst_return": -0.277047,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.016707,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.051125,
        "regime_survival": 0.0,
        "best_return": 0.055624,
        "worst_return": -0.236752,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.059469,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.000143,
        "regime_survival": 0.333333,
        "best_return": 0.579427,
        "worst_return": -0.200057,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-04",
        "end": "2024-10-18",
        "tenure": "New",
        "return": 0.105905,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-25",
        "end": "2025-03-07",
        "tenure": "Established",
        "return": 0.11411,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-03-14",
        "end": "2025-03-21",
        "tenure": "New",
        "return": 0.037924,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-03-28",
        "end": "2025-05-02",
        "tenure": "Developing",
        "return": 0.018554,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-09",
        "end": "2025-05-16",
        "tenure": "New",
        "return": 0.109853,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-23",
        "end": "2025-06-06",
        "tenure": "New",
        "return": 0.030523,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-07-18",
        "tenure": "Developing",
        "return": 0.166109,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-25",
        "end": "2026-02-06",
        "tenure": "Extended",
        "return": 0.196857,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-02-13",
        "end": "2026-03-13",
        "tenure": "Developing",
        "return": -0.130004,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "return": 0.045287,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "return": 0.082197,
        "active": false
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      {
        "regime": "rotation_up",
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        "active": false
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      {
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        "return": 0.0,
        "active": true
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        "typical_volume": 69294.8,
        "trend": 150.678093,
        "fair_value": 97.967496,
        "relative_strength": -11.00952,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 0.059049,
        "energy": 9.597248,
        "activity_lines": [
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 69327.55,
        "trend": 151.154365,
        "fair_value": 98.625666,
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        "stage": 3,
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        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 70359.3,
        "trend": 151.574576,
        "fair_value": 99.284562,
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 76508.05,
        "trend": 152.434582,
        "fair_value": 99.974059,
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        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "volume": 16425,
        "typical_volume": 76702.95,
        "trend": 153.301596,
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        "relative_strength": 3.538174,
        "stage": 2,
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        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 43.210303,
        "energy": 40.43641,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
        "close": 169.800003,
        "volume": 255617,
        "typical_volume": 88528.05,
        "trend": 154.317895,
        "fair_value": 101.462784,
        "relative_strength": 7.499766,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 50.350821,
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      },
      {
        "date": "2026-06-05",
        "close": 179.729996,
        "volume": 8242,
        "typical_volume": 68293.6,
        "trend": 155.718001,
        "fair_value": 102.281595,
        "relative_strength": 16.421085,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
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        "energy": 80.510702,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 179.399994,
        "volume": 28409,
        "typical_volume": 51563.5,
        "trend": 157.044399,
        "fair_value": 103.100976,
        "relative_strength": 14.213963,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 79.884375,
        "energy": 86.999662,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "typical_volume": 48504.0,
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        "fair_value": 104.017801,
        "relative_strength": 22.650432,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "direction": 89.79607,
        "energy": 94.788427,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 177.0,
        "volume": 81748,
        "typical_volume": 41098.8,
        "trend": 159.819329,
        "fair_value": 104.83766,
        "relative_strength": 10.3815,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.131673,
        "energy": 83.607546,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
        "close": 178.0,
        "volume": 892,
        "typical_volume": 40591.05,
        "trend": 160.68369,
        "fair_value": 105.667894,
        "relative_strength": 10.180421,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.067997,
        "energy": 77.352083,
        "activity_lines": [
          180.611333,
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          162.709515
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      },
      {
        "date": "2026-07-10",
        "close": 180.600006,
        "volume": 149870,
        "typical_volume": 47423.25,
        "trend": 161.385342,
        "fair_value": 106.507718,
        "relative_strength": 9.364991,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.108472,
        "energy": 56.899537,
        "activity_lines": [
          180.477336,
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          163.994439
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      },
      {
        "date": "2026-07-17",
        "close": 182.860001,
        "volume": 403865,
        "typical_volume": 67051.55,
        "trend": 162.017273,
        "fair_value": 107.337991,
        "relative_strength": 13.208158,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.009861,
        "energy": 49.843421,
        "activity_lines": [
          181.038669,
          179.584833,
          170.233732,
          165.3799
        ]
      },
      {
        "date": "2026-07-24",
        "close": 178.820007,
        "volume": 72095,
        "typical_volume": 69161.75,
        "trend": 162.360872,
        "fair_value": 108.144502,
        "relative_strength": 10.437221,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 48.712908,
        "energy": 39.919866,
        "activity_lines": [
          180.02267,
          180.051307,
          171.849665,
          166.463948
        ]
      },
      {
        "date": "2026-07-31",
        "close": 171.27,
        "volume": 494521,
        "typical_volume": 93033.95,
        "trend": 162.660782,
        "fair_value": 108.891816,
        "relative_strength": 3.455966,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 43.125074,
        "energy": 30.860549,
        "activity_lines": [
          177.294003,
          178.784366,
          172.571458,
          167.03873
        ]
      },
      {
        "date": "2026-08-07",
        "close": 176.0,
        "volume": 227246,
        "typical_volume": 103748.85,
        "trend": 162.864347,
        "fair_value": 109.68147,
        "relative_strength": 9.544426,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 40.135664,
        "energy": 25.483187,
        "activity_lines": [
          176.524002,
          178.268729,
          173.586268,
          167.899325
        ]
      }
    ],
    "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."
    }
  }
}