{
  "ticker": {
    "uuid": "cc9a7820-f8c6-443b-bbdb-6cda5116ee2d",
    "symbol": "AVAL",
    "name": "Grupo Aval",
    "exchange": "NYSE",
    "country": "US",
    "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": "SPY",
    "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": 36.131,
    "architecture_energy": 20.205,
    "architecture_maturity": 36.176,
    "architecture_confidence": 91.089,
    "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": 47.15,
        "rotation_up": 29.59,
        "upward_expansion": 58.9,
        "deceleration": 88.38,
        "rotation_down": 23.72,
        "downward_expansion": 13.56
      },
      "activity_lines": [
        5.039349,
        5.080575,
        4.918391,
        4.755772
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.166667
    },
    "latest_close": 5.06,
    "trend_reference": 4.591216,
    "distance_from_trend": 0.102105,
    "trend_direction": "Improving",
    "fair_value": 2.895923,
    "distance_from_fair_value": 0.747284,
    "fair_value_direction": "Improving",
    "relative_strength": 7.258461,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.118595,
    "excess_performance": -0.00703,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.102105,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.082581,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.747284,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.055398,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.072585,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.016904,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.118595,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.167475,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 735278,
      "relative_activity": 0.66051,
      "balance": 1.167475,
      "dry_up": 0.664426,
      "accumulation_observations": 4,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.114338,
      "annualized_volatility": 0.474509,
      "from_high_reference": -0.179291,
      "from_low_reference": 0.7605
    },
    "levels": {
      "trend_reference": 4.591216,
      "fair_value_reference": 2.895923,
      "structural_low": 3.318005,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 5,
        "median_return": 0.042425,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": -0.026825,
        "regime_survival": 0.6,
        "best_return": 0.159639,
        "worst_return": -0.117666,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": 0.091032,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.018717,
        "regime_survival": 0.0,
        "best_return": 0.209351,
        "worst_return": -0.027287,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.227309,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.063728,
        "regime_survival": 0.0,
        "best_return": 0.517566,
        "worst_return": -0.062947,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.572258,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.380792,
        "regime_survival": 0.0,
        "best_return": 0.878033,
        "worst_return": 0.266483,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-03-22",
        "end": "2024-05-31",
        "tenure": "Developing",
        "return": 0.062696,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-06-07",
        "end": "2024-06-14",
        "tenure": "New",
        "return": -0.06867,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-06-21",
        "end": "2024-06-28",
        "tenure": "New",
        "return": 0.009259,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-07-05",
        "end": "2024-11-22",
        "tenure": "Established",
        "return": -0.013143,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-11-29",
        "end": "2024-12-06",
        "tenure": "New",
        "return": 0.014218,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-12-13",
        "end": "2025-01-10",
        "tenure": "Developing",
        "return": 0.023457,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-01-17",
        "end": "2025-04-04",
        "tenure": "Developing",
        "return": 0.087262,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-04-11",
        "end": "2025-05-09",
        "tenure": "Developing",
        "return": 0.159639,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-05-16",
        "end": "2026-03-06",
        "tenure": "Extended",
        "return": 0.365355,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-13",
        "end": "2026-04-24",
        "tenure": "Developing",
        "return": 0.179333,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-01",
        "end": "2026-05-15",
        "tenure": "New",
        "return": -0.088636,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-22",
        "end": "2026-06-12",
        "tenure": "New",
        "return": 0.316166,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-06-19",
        "end": "2026-07-17",
        "tenure": "Developing",
        "return": -0.144232,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.061472,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 379751.55,
        "trend": 2.008712,
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      },
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 1203077.4,
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        "fair_value": 2.841788,
        "relative_strength": 10.432567,
        "stage": 2,
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        "energy": 25.106241,
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        ]
      },
      {
        "date": "2026-07-24",
        "close": 4.766966,
        "volume": 718338,
        "typical_volume": 1106676.1,
        "trend": 4.516197,
        "fair_value": 2.857965,
        "relative_strength": 7.275716,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 35.398063,
        "energy": 18.607056,
        "activity_lines": [
          4.91825,
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      },
      {
        "date": "2026-07-31",
        "close": 5.28,
        "volume": 714557,
        "typical_volume": 1109074.0,
        "trend": 4.559508,
        "fair_value": 2.877869,
        "relative_strength": 16.546274,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 45.122724,
        "energy": 23.992676,
        "activity_lines": [
          5.023078,
          5.083453,
          4.88433,
          4.723482
        ]
      },
      {
        "date": "2026-08-07",
        "close": 5.06,
        "volume": 735278,
        "typical_volume": 1113196.75,
        "trend": 4.591216,
        "fair_value": 2.895923,
        "relative_strength": 7.258461,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 36.130787,
        "energy": 20.20459,
        "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."
    }
  }
}