{
  "ticker": {
    "uuid": "f3fa0cf5-4960-4cd3-aaab-8daccc1e3abd",
    "symbol": "8A1",
    "name": "Heptamax International 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": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 57.909,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 72.35,
    "architecture_energy": 42.025,
    "architecture_maturity": 20.946,
    "architecture_confidence": 46.99,
    "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": 43.78,
        "rotation_up": 61.08,
        "upward_expansion": 71.86,
        "deceleration": 70.26,
        "rotation_down": 18.71,
        "downward_expansion": 10.2
      },
      "activity_lines": [
        0.1016,
        0.0998,
        0.099476,
        0.098985
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.166667
    },
    "latest_close": 0.109,
    "trend_reference": 0.097733,
    "distance_from_trend": 0.11528,
    "trend_direction": "Weakening",
    "fair_value": 0.100545,
    "distance_from_fair_value": 0.084093,
    "fair_value_direction": "Improving",
    "relative_strength": -9.364087,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.135417,
    "excess_performance": -0.019418,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.11528,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.022015,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.084093,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.130671,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.093641,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.006225,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.135417,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 89.095745,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 327400,
      "relative_activity": 6.74982,
      "balance": 89.095745,
      "dry_up": 4.160911,
      "accumulation_observations": 2,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.040932,
      "annualized_volatility": 0.254465,
      "from_high_reference": -0.161538,
      "from_low_reference": 0.676923
    },
    "levels": {
      "trend_reference": 0.097733,
      "fair_value_reference": 0.100545,
      "structural_low": 0.091,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 16,
        "median_return": -0.070647,
        "positive_rate": 0.3125,
        "directional_follow_through": 0.3125,
        "median_excess_return": -0.061277,
        "regime_survival": 0.5,
        "best_return": 0.134615,
        "worst_return": -0.321429,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": -0.115385,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": -0.096173,
        "regime_survival": 0.142857,
        "best_return": 0.136364,
        "worst_return": -0.526667,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.189669,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.166667,
        "median_excess_return": -0.265704,
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        "best_return": 0.153846,
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        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.041667,
        "positive_rate": 0.333333,
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        "median_excess_return": -0.007053,
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        "best_return": 0.180952,
        "worst_return": -0.204545,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "rotation_down",
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        "active": false
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      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "regime": "rotation_up",
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        "regime": "deceleration",
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        "regime": "downward_expansion",
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        "return": 0.010101,
        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
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        "regime": "downward_expansion",
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        "date": "2026-05-08",
        "close": 0.095,
        "volume": 0,
        "typical_volume": 7530.0,
        "trend": 0.1012,
        "fair_value": 0.099641,
        "relative_strength": -9.98659,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.666382,
        "energy": 84.910741,
        "activity_lines": [
          0.095067,
          0.096255,
          0.0966,
          0.097925
        ]
      },
      {
        "date": "2026-05-15",
        "close": 0.1,
        "volume": 32600,
        "typical_volume": 9100.0,
        "trend": 0.1005,
        "fair_value": 0.099455,
        "relative_strength": -6.160625,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -30.995193,
        "energy": 29.012507,
        "activity_lines": [
          0.096667,
          0.096764,
          0.096905,
          0.097847
        ]
      },
      {
        "date": "2026-05-22",
        "close": 0.104,
        "volume": 5500,
        "typical_volume": 9335.0,
        "trend": 0.100167,
        "fair_value": 0.099295,
        "relative_strength": -3.586843,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "down",
        "direction": 19.287519,
        "energy": 25.574101,
        "activity_lines": [
          0.099333,
          0.097982,
          0.097595,
          0.098073
        ]
      },
      {
        "date": "2026-05-29",
        "close": 0.106,
        "volume": 1200,
        "typical_volume": 9395.0,
        "trend": 0.099933,
        "fair_value": 0.099147,
        "relative_strength": -1.002853,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 58.761802,
        "energy": 57.498705,
        "activity_lines": [
          0.102067,
          0.099473,
          0.098471,
          0.098449
        ]
      },
      {
        "date": "2026-06-05",
        "close": 0.1,
        "volume": 0,
        "typical_volume": 9200.0,
        "trend": 0.0995,
        "fair_value": 0.098962,
        "relative_strength": -6.613482,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 32.91916,
        "energy": 47.034049,
        "activity_lines": [
          0.102067,
          0.099764,
          0.098762,
          0.098454
        ]
      },
      {
        "date": "2026-06-12",
        "close": 0.1,
        "volume": 0,
        "typical_volume": 9075.0,
        "trend": 0.0991,
        "fair_value": 0.099026,
        "relative_strength": -5.986389,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 33.565987,
        "energy": 63.070633,
        "activity_lines": [
          0.101733,
          0.100036,
          0.098952,
          0.098486
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      },
      {
        "date": "2026-06-19",
        "close": 0.1,
        "volume": 0,
        "typical_volume": 9075.0,
        "trend": 0.0987,
        "fair_value": 0.099212,
        "relative_strength": -8.832906,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 31.400634,
        "energy": 47.22903,
        "activity_lines": [
          0.101067,
          0.100291,
          0.099124,
          0.098544
        ]
      },
      {
        "date": "2026-06-26",
        "close": 0.1,
        "volume": 0,
        "typical_volume": 9075.0,
        "trend": 0.098367,
        "fair_value": 0.099404,
        "relative_strength": -8.677407,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 39.690349,
        "energy": 21.961091,
        "activity_lines": [
          0.1004,
          0.100473,
          0.099276,
          0.098628
        ]
      },
      {
        "date": "2026-07-03",
        "close": 0.1,
        "volume": 0,
        "typical_volume": 9035.0,
        "trend": 0.098367,
        "fair_value": 0.099615,
        "relative_strength": -9.480256,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 36.051711,
        "energy": 20.707261,
        "activity_lines": [
          0.1,
          0.100564,
          0.09941,
          0.098733
        ]
      },
      {
        "date": "2026-07-10",
        "close": 0.091,
        "volume": 300,
        "typical_volume": 9050.0,
        "trend": 0.097967,
        "fair_value": 0.099769,
        "relative_strength": -20.839227,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "mixed",
        "direction": -34.255789,
        "energy": 37.633413,
        "activity_lines": [
          0.097,
          0.098927,
          0.098667,
          0.098258
        ]
      },
      {
        "date": "2026-07-17",
        "close": 0.095,
        "volume": 1500,
        "typical_volume": 9025.0,
        "trend": 0.097733,
        "fair_value": 0.099942,
        "relative_strength": -17.966031,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -29.345209,
        "energy": 39.062115,
        "activity_lines": [
          0.095933,
          0.098091,
          0.098329,
          0.098067
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.094,
        "volume": 9100,
        "typical_volume": 8970.0,
        "trend": 0.0975,
        "fair_value": 0.100128,
        "relative_strength": -19.901311,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -32.967811,
        "energy": 57.815282,
        "activity_lines": [
          0.094867,
          0.097073,
          0.09791,
          0.097826
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.104,
        "volume": 469300,
        "typical_volume": 32190.0,
        "trend": 0.097533,
        "fair_value": 0.100321,
        "relative_strength": -12.143266,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": 13.677752,
        "energy": 19.060045,
        "activity_lines": [
          0.097533,
          0.097982,
          0.098467,
          0.098245
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.109,
        "volume": 327400,
        "typical_volume": 48505.0,
        "trend": 0.097733,
        "fair_value": 0.100545,
        "relative_strength": -9.364087,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 72.350451,
        "energy": 42.02522,
        "activity_lines": [
          0.1016,
          0.0998,
          0.099476,
          0.098985
        ]
      }
    ],
    "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."
    }
  }
}