{
  "ticker": {
    "uuid": "d9d0beb1-9900-4ca4-9625-0974d2474a96",
    "symbol": "C04",
    "name": "Casa 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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 93.108,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -18.519,
    "architecture_energy": 15.144,
    "architecture_maturity": 19.691,
    "architecture_confidence": 58.099,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 50.88,
        "rotation_up": 40.69,
        "upward_expansion": 29.99,
        "deceleration": 33.88,
        "rotation_down": 22.48,
        "downward_expansion": 47.99
      },
      "activity_lines": [
        0.1138,
        0.111491,
        0.111986,
        0.112383
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 0.114,
    "trend_reference": 0.114364,
    "distance_from_trend": -0.003184,
    "trend_direction": "Weakening",
    "fair_value": 0.09753,
    "distance_from_fair_value": 0.168866,
    "fair_value_direction": "Weakening",
    "relative_strength": -17.61922,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.136364,
    "excess_performance": -0.291199,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.003184,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.036923,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.168866,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.014032,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.176192,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.056384,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.136364,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 19.555556,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 15300,
      "relative_activity": 0.168409,
      "balance": 19.555556,
      "dry_up": 0.281783,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.095816,
      "annualized_volatility": 0.403454,
      "from_high_reference": -0.263604,
      "from_low_reference": 0.295455
    },
    "levels": {
      "trend_reference": 0.114364,
      "fair_value_reference": 0.09753,
      "structural_low": 0.088,
      "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": 21,
        "median_return": 0.00962,
        "positive_rate": 0.52381,
        "directional_follow_through": 0.52381,
        "median_excess_return": -0.004684,
        "regime_survival": 0.380952,
        "best_return": 0.492064,
        "worst_return": -0.231712,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": 0.096015,
        "positive_rate": 0.7,
        "directional_follow_through": 0.7,
        "median_excess_return": 0.033562,
        "regime_survival": 0.0,
        "best_return": 0.26924,
        "worst_return": -0.283949,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": 0.133327,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
        "median_excess_return": 0.121679,
        "regime_survival": 0.0,
        "best_return": 0.38462,
        "worst_return": -0.056953,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.172412,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.158511,
        "regime_survival": 0.0,
        "best_return": 0.530535,
        "worst_return": 0.1,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-05-30",
        "end": "2025-06-20",
        "tenure": "New",
        "return": -0.026552,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-27",
        "end": "2025-07-25",
        "tenure": "Developing",
        "return": 0.110087,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-01",
        "end": "2025-10-10",
        "tenure": "Developing",
        "return": -0.040986,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-17",
        "end": "2025-10-31",
        "tenure": "New",
        "return": 0.033897,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-11-07",
        "end": "2025-12-26",
        "tenure": "Developing",
        "return": 0.024585,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-01-02",
        "end": "2026-01-09",
        "tenure": "New",
        "return": 0.1,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-01-16",
        "end": "2026-02-13",
        "tenure": "Developing",
        "return": -0.117575,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-02-20",
        "end": "2026-02-27",
        "tenure": "New",
        "return": 0.028037,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-03-06",
        "end": "2026-03-13",
        "tenure": "New",
        "return": -0.083333,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-03-20",
        "end": "2026-04-10",
        "tenure": "New",
        "return": 0.045455,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-04-17",
        "end": "2026-05-22",
        "tenure": "Developing",
        "return": 0.121495,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-29",
        "end": "2026-06-26",
        "tenure": "Developing",
        "return": -0.116667,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-07-03",
        "end": "2026-07-24",
        "tenure": "New",
        "return": 0.106796,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-31",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.008696,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 0.071825,
        "volume": 130000,
        "typical_volume": 14795.0,
        "trend": 0.076134,
        "fair_value": 0.060453,
        "relative_strength": 1.643087,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
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      },
      {
        "date": "2023-08-25",
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        "typical_volume": 18855.0,
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      },
      {
        "date": "2023-09-01",
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      },
      {
        "date": "2023-09-08",
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        "typical_volume": 17660.0,
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        "modifier": "Upper balance after advance",
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        "energy": 59.021184,
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      },
      {
        "date": "2023-09-15",
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        "volume": 8100,
        "typical_volume": 17490.0,
        "trend": 0.076304,
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        "relative_strength": -1.563362,
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        "energy": 48.495371,
        "activity_lines": [
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      },
      {
        "date": "2023-09-22",
        "close": 0.071825,
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      },
      {
        "date": "2023-09-29",
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      },
      {
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      },
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        "date": "2024-01-05",
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        "date": "2024-01-19",
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        "fair_value": 0.094281,
        "relative_strength": -17.462848,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -59.307382,
        "energy": 38.580821,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-01",
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        "typical_volume": 232530.0,
        "trend": 0.11824,
        "fair_value": 0.09449,
        "relative_strength": -12.257288,
        "stage": 4,
        "regime": "downward_expansion",
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        "gate": "down",
        "direction": -50.523476,
        "energy": 34.346634,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
        "close": 0.112,
        "volume": 523000,
        "typical_volume": 249195.0,
        "trend": 0.118223,
        "fair_value": 0.094683,
        "relative_strength": -11.980812,
        "stage": 4,
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        "gate": "down",
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        "energy": 31.986257,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-15",
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        "volume": 341000,
        "typical_volume": 255620.0,
        "trend": 0.118441,
        "fair_value": 0.094927,
        "relative_strength": -6.612365,
        "stage": 4,
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        "modifier": "Early contraction",
        "gate": "down",
        "direction": -23.150132,
        "energy": 12.132935,
        "activity_lines": [
          0.113533,
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      },
      {
        "date": "2026-05-22",
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        "volume": 0,
        "typical_volume": 225435.0,
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        "relative_strength": -7.738382,
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        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -13.781867,
        "energy": 15.437184,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-29",
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        "volume": 3100,
        "typical_volume": 215780.0,
        "trend": 0.118749,
        "fair_value": 0.095436,
        "relative_strength": -6.899094,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
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        "energy": 15.584416,
        "activity_lines": [
          0.1184,
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      },
      {
        "date": "2026-06-05",
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        "volume": 1000,
        "typical_volume": 209525.0,
        "trend": 0.118438,
        "fair_value": 0.095646,
        "relative_strength": -15.985612,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -25.909629,
        "energy": 17.965344,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 0.114,
        "volume": 20000,
        "typical_volume": 207445.0,
        "trend": 0.118328,
        "fair_value": 0.095895,
        "relative_strength": -10.514109,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
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      },
      {
        "date": "2026-06-19",
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        "relative_strength": -16.043736,
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        "energy": 20.65392,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 0.106,
        "volume": 8900,
        "typical_volume": 187135.0,
        "trend": 0.11697,
        "fair_value": 0.096315,
        "relative_strength": -18.709321,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -49.004455,
        "energy": 36.525504,
        "activity_lines": [
          0.109867,
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          0.112329,
          0.114222
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      },
      {
        "date": "2026-07-03",
        "close": 0.103,
        "volume": 0,
        "typical_volume": 155665.0,
        "trend": 0.116269,
        "fair_value": 0.096493,
        "relative_strength": -21.281583,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.328504,
        "energy": 60.106174,
        "activity_lines": [
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          0.113321
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      },
      {
        "date": "2026-07-10",
        "close": 0.107,
        "volume": 44700,
        "typical_volume": 149800.0,
        "trend": 0.115958,
        "fair_value": 0.096643,
        "relative_strength": -21.191088,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -54.623874,
        "energy": 53.393723,
        "activity_lines": [
          0.1066,
          0.109655,
          0.111019,
          0.112723
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      },
      {
        "date": "2026-07-17",
        "close": 0.114,
        "volume": 79900,
        "typical_volume": 139010.0,
        "trend": 0.115687,
        "fair_value": 0.096832,
        "relative_strength": -16.232399,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -44.096497,
        "energy": 34.042949,
        "activity_lines": [
          0.1086,
          0.110018,
          0.111243,
          0.112597
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.114,
        "volume": 0,
        "typical_volume": 94450.0,
        "trend": 0.115481,
        "fair_value": 0.097021,
        "relative_strength": -16.968888,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -28.836605,
        "energy": 15.456277,
        "activity_lines": [
          0.1106,
          0.110345,
          0.111448,
          0.112488
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.115,
        "volume": 7200,
        "typical_volume": 93285.0,
        "trend": 0.115147,
        "fair_value": 0.097276,
        "relative_strength": -16.326725,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -18.559045,
        "energy": 12.156769,
        "activity_lines": [
          0.112667,
          0.110964,
          0.111776,
          0.112457
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.114,
        "volume": 15300,
        "typical_volume": 90850.0,
        "trend": 0.114364,
        "fair_value": 0.09753,
        "relative_strength": -17.61922,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -18.51948,
        "energy": 15.143901,
        "activity_lines": [
          0.1138,
          0.111491,
          0.111986,
          0.112383
        ]
      }
    ],
    "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."
    }
  }
}