{
  "ticker": {
    "uuid": "c7acc2d4-d8a7-438d-809a-ead6cb6d99ef",
    "symbol": "U10",
    "name": "UOB-Kay Hian Holdings Limited",
    "exchange": "SES",
    "country": "SG",
    "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": "^STI",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 89.93,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 60.032,
    "architecture_energy": 51.989,
    "architecture_maturity": 19.974,
    "architecture_confidence": 89.214,
    "architecture_tenure": "New",
    "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": 24.0,
        "rotation_up": 59.49,
        "upward_expansion": 81.71,
        "deceleration": 53.98,
        "rotation_down": 18.72,
        "downward_expansion": 8.38
      },
      "activity_lines": [
        4.17,
        4.083455,
        3.996339,
        3.843854
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Stable",
      "price_acceptance": 0.666667
    },
    "latest_close": 4.14,
    "trend_reference": 3.601035,
    "distance_from_trend": 0.149669,
    "trend_direction": "Improving",
    "fair_value": 1.96821,
    "distance_from_fair_value": 1.103434,
    "fair_value_direction": "Weakening",
    "relative_strength": 14.057171,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.388436,
    "excess_performance": 0.233601,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.149669,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.167665,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.103434,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.319326,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.140572,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.345647,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.388436,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.908057,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 3387600,
      "relative_activity": 0.82672,
      "balance": 0.908057,
      "dry_up": 0.761139,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.064846,
      "annualized_volatility": 0.394588,
      "from_high_reference": -0.067568,
      "from_low_reference": 0.991821
    },
    "levels": {
      "trend_reference": 3.601035,
      "fair_value_reference": 1.96821,
      "structural_low": 2.874935,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 36,
        "median_return": 0.012221,
        "positive_rate": 0.583333,
        "directional_follow_through": 0.583333,
        "median_excess_return": 0.01463,
        "regime_survival": 0.777778,
        "best_return": 0.230284,
        "worst_return": -0.084158,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 13,
        "median_return": 0.007463,
        "positive_rate": 0.615385,
        "directional_follow_through": 0.615385,
        "median_excess_return": 0.016236,
        "regime_survival": 0.615385,
        "best_return": 0.362934,
        "worst_return": -0.065818,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": 0.131343,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
        "median_excess_return": 0.047318,
        "regime_survival": 0.285714,
        "best_return": 0.446989,
        "worst_return": -0.060052,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.148886,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.090146,
        "regime_survival": 0.25,
        "best_return": 1.319533,
        "worst_return": -0.079635,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2023-11-03",
        "end": "2023-11-10",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-11-17",
        "end": "2024-02-16",
        "tenure": "Established",
        "return": 0.022727,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-03-01",
        "tenure": "New",
        "return": 0.02963,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-04-12",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-05-03",
        "tenure": "New",
        "return": 0.021739,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-06-21",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2024-07-05",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2025-04-04",
        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-05-16",
        "tenure": "Developing",
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      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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      {
        "regime": "deceleration",
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        "end": "2025-12-19",
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      {
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        "active": true
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        "date": "2026-04-17",
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      },
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        "date": "2026-05-08",
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        "date": "2026-05-15",
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      },
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      },
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        "date": "2026-06-05",
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      },
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        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-26",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 5629930.0,
        "trend": 3.314431,
        "fair_value": 1.870945,
        "relative_strength": 19.774732,
        "stage": 2,
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      },
      {
        "date": "2026-07-10",
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        "trend": 3.378188,
        "fair_value": 1.891393,
        "relative_strength": 28.266938,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 80.940417,
        "energy": 52.065801,
        "activity_lines": [
          3.987333,
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      },
      {
        "date": "2026-07-17",
        "close": 4.22,
        "volume": 3650700,
        "typical_volume": 5305100.0,
        "trend": 3.436621,
        "fair_value": 1.910825,
        "relative_strength": 22.041176,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 70.283067,
        "energy": 55.703209,
        "activity_lines": [
          4.094,
          3.976545,
          3.894311,
          3.716517
        ]
      },
      {
        "date": "2026-07-24",
        "close": 4.2,
        "volume": 2512300,
        "typical_volume": 4881250.0,
        "trend": 3.492769,
        "fair_value": 1.930183,
        "relative_strength": 19.175673,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 67.08725,
        "energy": 69.146504,
        "activity_lines": [
          4.159333,
          4.024364,
          3.938324,
          3.765767
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      },
      {
        "date": "2026-07-31",
        "close": 4.11,
        "volume": 2924900,
        "typical_volume": 4724305.0,
        "trend": 3.546888,
        "fair_value": 1.949128,
        "relative_strength": 15.212345,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 61.976105,
        "energy": 68.400777,
        "activity_lines": [
          4.175333,
          4.052909,
          3.968705,
          3.805589
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.14,
        "volume": 3387600,
        "typical_volume": 4097640.0,
        "trend": 3.601035,
        "fair_value": 1.96821,
        "relative_strength": 14.057171,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 60.03219,
        "energy": 51.989395,
        "activity_lines": [
          4.17,
          4.083455,
          3.996339,
          3.843854
        ]
      }
    ],
    "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."
    }
  }
}