{
  "ticker": {
    "uuid": "530e1fa5-101d-494d-b963-3dcb2d9ecb42",
    "symbol": "VC2",
    "name": "Olam Group 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": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 62.866,
    "architecture_energy": 74.029,
    "architecture_maturity": 45.525,
    "architecture_confidence": 92.773,
    "architecture_tenure": "Established",
    "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": 18.51,
        "rotation_up": 59.89,
        "upward_expansion": 88.61,
        "deceleration": 49.77,
        "rotation_down": 19.46,
        "downward_expansion": 17.61
      },
      "activity_lines": [
        1.33,
        1.293273,
        1.239738,
        1.164785
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Stable",
      "price_acceptance": 0.5
    },
    "latest_close": 1.33,
    "trend_reference": 1.075167,
    "distance_from_trend": 0.237018,
    "trend_direction": "Improving",
    "fair_value": 1.009474,
    "distance_from_fair_value": 0.317517,
    "fair_value_direction": "Improving",
    "relative_strength": 8.513581,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.407407,
    "excess_performance": 0.252572,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.237018,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.112433,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.317517,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.114714,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.085136,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.05991,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.407407,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.418064,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 22591900,
      "relative_activity": 0.673015,
      "balance": 1.418064,
      "dry_up": 0.972127,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.064199,
      "annualized_volatility": 0.386867,
      "from_high_reference": -0.089041,
      "from_low_reference": 0.652174
    },
    "levels": {
      "trend_reference": 1.075167,
      "fair_value_reference": 1.009474,
      "structural_low": 0.805,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 17,
        "median_return": 0.0,
        "positive_rate": 0.470588,
        "directional_follow_through": 0.470588,
        "median_excess_return": -0.00903,
        "regime_survival": 0.588235,
        "best_return": 0.081301,
        "worst_return": -0.09091,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.000832,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.009769,
        "regime_survival": 0.25,
        "best_return": 0.071428,
        "worst_return": -0.064356,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.109397,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.166667,
        "median_excess_return": -0.137447,
        "regime_survival": 0.166667,
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        "worst_return": -0.258727,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "regime_survival": 0.0,
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        "worst_return": -0.397577,
        "sufficient": false
      }
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-10-11",
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      {
        "regime": "balance",
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      {
        "regime": "downward_expansion",
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        "regime": "rotation_up",
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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      {
        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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      },
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        "date": "2026-07-10",
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        "fair_value": 1.005243,
        "relative_strength": 4.166398,
        "stage": 2,
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      },
      {
        "date": "2026-07-17",
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        "volume": 17626700,
        "typical_volume": 32232320.0,
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        "fair_value": 1.005216,
        "relative_strength": 1.922061,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 45.681863,
        "energy": 36.935125,
        "activity_lines": [
          1.222,
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          1.168595,
          1.104355
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      },
      {
        "date": "2026-07-24",
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        "volume": 40496700,
        "typical_volume": 31839420.0,
        "trend": 1.047167,
        "fair_value": 1.00659,
        "relative_strength": 12.203166,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 76.834543,
        "energy": 53.029462,
        "activity_lines": [
          1.262,
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          1.193833,
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      },
      {
        "date": "2026-07-31",
        "close": 1.4,
        "volume": 49814800,
        "typical_volume": 33152060.0,
        "trend": 1.062167,
        "fair_value": 1.008284,
        "relative_strength": 15.521124,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 78.879775,
        "energy": 60.999523,
        "activity_lines": [
          1.314,
          1.281818,
          1.221429,
          1.147505
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.33,
        "volume": 22591900,
        "typical_volume": 33568185.0,
        "trend": 1.075167,
        "fair_value": 1.009474,
        "relative_strength": 8.513581,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 62.865873,
        "energy": 74.028672,
        "activity_lines": [
          1.33,
          1.293273,
          1.239738,
          1.164785
        ]
      }
    ],
    "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."
    }
  }
}