{
  "ticker": {
    "uuid": "c4f6eb2a-8bd9-480a-9480-751a60bd82fd",
    "symbol": "BLZ",
    "name": "Advanced Holdings Ltd.",
    "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": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 72.491,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Momentum cooling",
    "architecture_gate": "up",
    "architecture_direction": 37.793,
    "architecture_energy": 30.42,
    "architecture_maturity": 17.346,
    "architecture_confidence": 66.164,
    "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": 54.13,
        "rotation_up": 27.05,
        "upward_expansion": 61.05,
        "deceleration": 76.84,
        "rotation_down": 24.79,
        "downward_expansion": 18.05
      },
      "activity_lines": [
        0.136,
        0.136745,
        0.132914,
        0.131112
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 0.136,
    "trend_reference": 0.130433,
    "distance_from_trend": 0.042678,
    "trend_direction": "Weakening",
    "fair_value": 0.128583,
    "distance_from_fair_value": 0.05768,
    "fair_value_direction": "Weakening",
    "relative_strength": -14.46641,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.014925,
    "excess_performance": -0.13991,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.042678,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.021016,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.05768,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.121202,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.144664,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.240866,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.014925,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 6.319688,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 38000,
      "relative_activity": 0.645107,
      "balance": 6.319688,
      "dry_up": 1.656905,
      "accumulation_observations": 2,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.054864,
      "annualized_volatility": 1.309118,
      "from_high_reference": -0.190476,
      "from_low_reference": 0.789474
    },
    "levels": {
      "trend_reference": 0.130433,
      "fair_value_reference": 0.128583,
      "structural_low": 0.076,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 12,
        "median_return": -0.038735,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.028732,
        "regime_survival": 0.583333,
        "best_return": 0.05,
        "worst_return": -0.225641,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": -0.114504,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.118451,
        "regime_survival": 0.0,
        "best_return": 0.0,
        "worst_return": -0.358974,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.175573,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.335535,
        "regime_survival": 0.0,
        "best_return": 2.0,
        "worst_return": -0.364103,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.236641,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.302785,
        "regime_survival": 0.0,
        "best_return": 0.5125,
        "worst_return": -0.27,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-07-19",
        "end": "2024-08-16",
        "tenure": "Developing",
        "return": -0.103448,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-23",
        "end": "2024-09-13",
        "tenure": "New",
        "return": -0.122137,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-09-20",
        "end": "2024-09-27",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-04",
        "end": "2025-01-03",
        "tenure": "Established",
        "return": -0.008264,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-10",
        "end": "2025-02-28",
        "tenure": "Developing",
        "return": -0.1,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-07",
        "end": "2025-07-18",
        "tenure": "Established",
        "return": -0.111111,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-07-25",
        "end": "2025-09-05",
        "tenure": "Developing",
        "return": 0.150442,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-12",
        "end": "2025-12-12",
        "tenure": "Established",
        "return": -0.066667,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-12-19",
        "end": "2026-03-06",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-13",
        "end": "2026-03-20",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-27",
        "end": "2026-05-08",
        "tenure": "Developing",
        "return": 0.123077,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-15",
        "end": "2026-07-10",
        "tenure": "Developing",
        "return": 0.088,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-07-17",
        "end": "2026-07-31",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 0.084,
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        "typical_volume": 67395.0,
        "trend": 0.080433,
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        "relative_strength": 11.388995,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
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      },
      {
        "date": "2023-08-25",
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      },
      {
        "date": "2023-09-01",
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      },
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      },
      {
        "date": "2023-09-15",
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      },
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        "relative_strength": -16.628232,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -55.784815,
        "energy": 31.753847,
        "activity_lines": [
          0.113667,
          0.116982,
          0.124219,
          0.128948
        ]
      },
      {
        "date": "2026-05-08",
        "close": 0.146,
        "volume": 247500,
        "typical_volume": 26365.0,
        "trend": 0.135367,
        "fair_value": 0.123846,
        "relative_strength": 9.620156,
        "stage": 2,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -15.811855,
        "energy": 9.218181,
        "activity_lines": [
          0.125667,
          0.121182,
          0.125919,
          0.129665
        ]
      },
      {
        "date": "2026-05-15",
        "close": 0.125,
        "volume": 50700,
        "typical_volume": 28900.0,
        "trend": 0.1355,
        "fair_value": 0.124135,
        "relative_strength": -7.808588,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -28.538334,
        "energy": 14.829606,
        "activity_lines": [
          0.126,
          0.1218,
          0.125543,
          0.128996
        ]
      },
      {
        "date": "2026-05-22",
        "close": 0.126,
        "volume": 24900,
        "typical_volume": 29980.0,
        "trend": 0.134267,
        "fair_value": 0.124429,
        "relative_strength": -8.894838,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -26.69911,
        "energy": 15.269508,
        "activity_lines": [
          0.127,
          0.122691,
          0.125286,
          0.128383
        ]
      },
      {
        "date": "2026-05-29",
        "close": 0.127,
        "volume": 208300,
        "typical_volume": 40395.0,
        "trend": 0.133233,
        "fair_value": 0.124788,
        "relative_strength": -7.872715,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -24.181503,
        "energy": 17.369664,
        "activity_lines": [
          0.127733,
          0.123836,
          0.125171,
          0.127914
        ]
      },
      {
        "date": "2026-06-05",
        "close": 0.128,
        "volume": 200,
        "typical_volume": 40385.0,
        "trend": 0.132233,
        "fair_value": 0.12516,
        "relative_strength": -7.645647,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -17.023089,
        "energy": 8.777118,
        "activity_lines": [
          0.128133,
          0.125218,
          0.125195,
          0.127576
        ]
      },
      {
        "date": "2026-06-12",
        "close": 0.128,
        "volume": 0,
        "typical_volume": 40085.0,
        "trend": 0.131233,
        "fair_value": 0.125551,
        "relative_strength": -7.410974,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -13.017339,
        "energy": 7.17625,
        "activity_lines": [
          0.127333,
          0.126636,
          0.125238,
          0.127303
        ]
      },
      {
        "date": "2026-06-19",
        "close": 0.126,
        "volume": 600,
        "typical_volume": 40115.0,
        "trend": 0.130167,
        "fair_value": 0.12591,
        "relative_strength": -12.154498,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -15.375985,
        "energy": 7.27204,
        "activity_lines": [
          0.127067,
          0.126745,
          0.125119,
          0.126966
        ]
      },
      {
        "date": "2026-06-26",
        "close": 0.161,
        "volume": 0,
        "typical_volume": 40115.0,
        "trend": 0.130267,
        "fair_value": 0.126494,
        "relative_strength": 11.427047,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 32.691548,
        "energy": 34.011695,
        "activity_lines": [
          0.1384,
          0.133291,
          0.128371,
          0.128955
        ]
      },
      {
        "date": "2026-07-03",
        "close": 0.135,
        "volume": 0,
        "typical_volume": 39915.0,
        "trend": 0.130167,
        "fair_value": 0.126923,
        "relative_strength": -7.92103,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 13.363644,
        "energy": 30.643661,
        "activity_lines": [
          0.138733,
          0.134309,
          0.129019,
          0.12926
        ]
      },
      {
        "date": "2026-07-10",
        "close": 0.136,
        "volume": 90800,
        "typical_volume": 44055.0,
        "trend": 0.130033,
        "fair_value": 0.127282,
        "relative_strength": -11.407582,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 25.397956,
        "energy": 42.535402,
        "activity_lines": [
          0.138867,
          0.135182,
          0.129757,
          0.129637
        ]
      },
      {
        "date": "2026-07-17",
        "close": 0.136,
        "volume": 59800,
        "typical_volume": 46545.0,
        "trend": 0.130233,
        "fair_value": 0.127654,
        "relative_strength": -12.159598,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 29.431287,
        "energy": 52.653446,
        "activity_lines": [
          0.138467,
          0.135582,
          0.130486,
          0.130022
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.136,
        "volume": 3000,
        "typical_volume": 42525.0,
        "trend": 0.130433,
        "fair_value": 0.127974,
        "relative_strength": -13.270388,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 21.357184,
        "energy": 27.087168,
        "activity_lines": [
          0.137533,
          0.136164,
          0.131324,
          0.130394
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.136,
        "volume": 289600,
        "typical_volume": 57005.0,
        "trend": 0.130433,
        "fair_value": 0.12825,
        "relative_strength": -13.723636,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 37.57311,
        "energy": 25.302792,
        "activity_lines": [
          0.135933,
          0.136545,
          0.132133,
          0.130753
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.136,
        "volume": 38000,
        "typical_volume": 58905.0,
        "trend": 0.130433,
        "fair_value": 0.128583,
        "relative_strength": -14.46641,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": 37.792747,
        "energy": 30.420173,
        "activity_lines": [
          0.136,
          0.136745,
          0.132914,
          0.131112
        ]
      }
    ],
    "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."
    }
  }
}