{
  "ticker": {
    "uuid": "7527155c-a876-4012-bedb-6304af76870f",
    "symbol": "AWZ",
    "name": "Multi-Chem 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": 75.356,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 86.964,
    "architecture_energy": 81.023,
    "architecture_maturity": 43.872,
    "architecture_confidence": 71.955,
    "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": 16.04,
        "rotation_up": 71.64,
        "upward_expansion": 89.63,
        "deceleration": 50.3,
        "rotation_down": 17.49,
        "downward_expansion": 16.3
      },
      "activity_lines": [
        3.761333,
        3.721273,
        3.678402,
        3.603453
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.666667
    },
    "latest_close": 3.84,
    "trend_reference": 3.496005,
    "distance_from_trend": 0.098397,
    "trend_direction": "Improving",
    "fair_value": 2.597158,
    "distance_from_fair_value": 0.478539,
    "fair_value_direction": "Weakening",
    "relative_strength": -4.341068,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.191128,
    "excess_performance": 0.036293,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.098397,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.048239,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.478539,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.044032,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.043411,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.091265,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.191128,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.553176,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 12200,
      "relative_activity": 0.305535,
      "balance": 1.553176,
      "dry_up": 0.989231,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.01863,
      "annualized_volatility": 0.094389,
      "from_high_reference": -0.010309,
      "from_low_reference": 0.278573
    },
    "levels": {
      "trend_reference": 3.496005,
      "fair_value_reference": 2.597158,
      "structural_low": 3.214352,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 46,
        "median_return": 0.010553,
        "positive_rate": 0.565217,
        "directional_follow_through": 0.565217,
        "median_excess_return": -0.000863,
        "regime_survival": 0.804348,
        "best_return": 0.288703,
        "worst_return": -0.0989,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 16,
        "median_return": 0.072043,
        "positive_rate": 0.875,
        "directional_follow_through": 0.875,
        "median_excess_return": 0.038106,
        "regime_survival": 0.75,
        "best_return": 0.209401,
        "worst_return": -0.038251,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
        "median_return": 0.124329,
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        "directional_follow_through": 0.875,
        "median_excess_return": 0.093597,
        "regime_survival": 0.5,
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        "worst_return": -0.032787,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 5,
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        "worst_return": 0.081782,
        "sufficient": true
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-10-27",
        "end": "2023-11-17",
        "tenure": "New",
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      {
        "regime": "deceleration",
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        "regime": "balance",
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        "end": "2025-01-24",
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      },
      {
        "date": "2026-04-24",
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        "typical_volume": 76915.0,
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        "relative_strength": 0.501583,
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        "modifier": "Re-accelerating",
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        "energy": 93.695029,
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      },
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        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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        "fair_value": 2.403828,
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      },
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        "date": "2026-05-15",
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        "typical_volume": 84280.0,
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        "fair_value": 2.419018,
        "relative_strength": 3.932413,
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        "modifier": "Re-accelerating",
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        "energy": 93.641385,
        "activity_lines": [
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      },
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        "date": "2026-05-22",
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        "typical_volume": 84940.0,
        "trend": 3.320567,
        "fair_value": 2.433726,
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        "energy": 86.78932,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 81940.0,
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      },
      {
        "date": "2026-06-05",
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        "trend": 3.349029,
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        "relative_strength": 2.175208,
        "stage": 2,
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 74805.0,
        "trend": 3.364235,
        "fair_value": 2.477897,
        "relative_strength": 3.215375,
        "stage": 2,
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      },
      {
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 69385.0,
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        "fair_value": 2.507104,
        "relative_strength": -0.493537,
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        "gate": "up",
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        "energy": 61.412766,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
        "close": 3.67,
        "volume": 6600,
        "typical_volume": 68485.0,
        "trend": 3.410029,
        "fair_value": 2.52194,
        "relative_strength": -1.177564,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 57.549667,
        "energy": 57.437832,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 3.66,
        "volume": 29200,
        "typical_volume": 66295.0,
        "trend": 3.425832,
        "fair_value": 2.536519,
        "relative_strength": -5.413701,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 51.464817,
        "energy": 50.962863,
        "activity_lines": [
          3.66,
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      },
      {
        "date": "2026-07-17",
        "close": 3.72,
        "volume": 32400,
        "typical_volume": 51855.0,
        "trend": 3.443636,
        "fair_value": 2.551482,
        "relative_strength": -4.438212,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 76.183178,
        "energy": 61.566029,
        "activity_lines": [
          3.68,
          3.671455,
          3.621974,
          3.54461
        ]
      },
      {
        "date": "2026-07-24",
        "close": 3.68,
        "volume": 34200,
        "typical_volume": 48180.0,
        "trend": 3.458841,
        "fair_value": 2.566624,
        "relative_strength": -6.70489,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 60.730957,
        "energy": 53.939771,
        "activity_lines": [
          3.684,
          3.673636,
          3.634831,
          3.55986
        ]
      },
      {
        "date": "2026-07-31",
        "close": 3.77,
        "volume": 79200,
        "typical_volume": 47775.0,
        "trend": 3.475466,
        "fair_value": 2.582198,
        "relative_strength": -5.007475,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 81.080311,
        "energy": 65.271825,
        "activity_lines": [
          3.714667,
          3.692182,
          3.654538,
          3.579935
        ]
      },
      {
        "date": "2026-08-07",
        "close": 3.84,
        "volume": 12200,
        "typical_volume": 39930.0,
        "trend": 3.496005,
        "fair_value": 2.597158,
        "relative_strength": -4.341068,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 86.96438,
        "energy": 81.023112,
        "activity_lines": [
          3.761333,
          3.721273,
          3.678402,
          3.603453
        ]
      }
    ],
    "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."
    }
  }
}