{
  "ticker": {
    "uuid": "bad69e09-5c0d-4d8f-bdda-1c5a7dda4c25",
    "symbol": "ZAA",
    "name": "ZALEKTA Public Company Limited",
    "exchange": "SET",
    "country": "TH",
    "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": "^SET.BK",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -68.908,
    "architecture_energy": 50.374,
    "architecture_maturity": 14.591,
    "architecture_confidence": 94.328,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 17.52,
        "rotation_up": 16.05,
        "upward_expansion": 8.59,
        "deceleration": 41.67,
        "rotation_down": 62.04,
        "downward_expansion": 84.26
      },
      "activity_lines": [
        1.660667,
        1.681455,
        1.714095,
        1.729634
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 1.6,
    "trend_reference": 1.743667,
    "distance_from_trend": -0.082393,
    "trend_direction": "Weakening",
    "fair_value": 1.902051,
    "distance_from_fair_value": -0.158803,
    "fair_value_direction": "Weakening",
    "relative_strength": -26.418415,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.075145,
    "excess_performance": -0.26747,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.082393,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.043868,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.158803,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.007079,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.264184,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.122316,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.075145,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.27599,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 144300,
      "relative_activity": 1.335246,
      "balance": 0.27599,
      "dry_up": 0.772185,
      "accumulation_observations": 0,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.065865,
      "annualized_volatility": 0.331592,
      "from_high_reference": -0.327731,
      "from_low_reference": 0.300813
    },
    "levels": {
      "trend_reference": 1.743667,
      "fair_value_reference": 1.902051,
      "structural_low": 1.23,
      "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": 25,
        "median_return": -0.02,
        "positive_rate": 0.36,
        "directional_follow_through": 0.56,
        "median_excess_return": -0.026266,
        "regime_survival": 0.76,
        "best_return": 1.142857,
        "worst_return": -0.180328,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": 0.253247,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.198367,
        "regime_survival": 0.333333,
        "best_return": 1.1,
        "worst_return": -0.349515,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.064685,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.122422,
        "regime_survival": 0.166667,
        "best_return": 0.631579,
        "worst_return": -0.145631,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.090909,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.149992,
        "regime_survival": 0.333333,
        "best_return": 0.342857,
        "worst_return": -0.51049,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-01-19",
        "end": "2024-02-16",
        "tenure": "Developing",
        "return": -0.11039,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-04-12",
        "tenure": "Developing",
        "return": -0.102362,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-04-26",
        "tenure": "New",
        "return": -0.096491,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2024-09-27",
        "tenure": "Established",
        "return": -0.097087,
        "active": false
      },
      {
        "regime": "rotation_up",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "Established",
        "return": -0.193182,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-14",
        "end": "2025-07-11",
        "tenure": "Established",
        "return": -0.295775,
        "active": false
      },
      {
        "regime": "rotation_up",
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        "return": 0.425,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-09-26",
        "tenure": "Developing",
        "return": -0.113043,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-01-09",
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        "active": false
      },
      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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        "return": 0.063584,
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      {
        "regime": "balance",
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      },
      {
        "regime": "downward_expansion",
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    ],
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        "direction": -6.223284,
        "energy": 9.903405,
        "activity_lines": [
          1.844667,
          1.807091,
          1.790619,
          1.817075
        ]
      },
      {
        "date": "2026-05-01",
        "close": 1.8,
        "volume": 146300,
        "typical_volume": 687890.0,
        "trend": 1.85,
        "fair_value": 2.061603,
        "relative_strength": -10.40565,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -9.423702,
        "energy": 8.08774,
        "activity_lines": [
          1.831333,
          1.812727,
          1.789762,
          1.813161
        ]
      },
      {
        "date": "2026-05-08",
        "close": 1.74,
        "volume": 113700,
        "typical_volume": 691390.0,
        "trend": 1.839333,
        "fair_value": 2.051218,
        "relative_strength": -14.186846,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -27.522838,
        "energy": 11.050719,
        "activity_lines": [
          1.799333,
          1.807273,
          1.784143,
          1.806065
        ]
      },
      {
        "date": "2026-05-15",
        "close": 1.77,
        "volume": 73600,
        "typical_volume": 665060.0,
        "trend": 1.829667,
        "fair_value": 2.043205,
        "relative_strength": -14.142174,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -27.983315,
        "energy": 13.192,
        "activity_lines": [
          1.784,
          1.804727,
          1.781857,
          1.801591
        ]
      },
      {
        "date": "2026-05-22",
        "close": 1.73,
        "volume": 143200,
        "typical_volume": 672200.0,
        "trend": 1.821,
        "fair_value": 2.0225,
        "relative_strength": -17.453606,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -35.17875,
        "energy": 18.808167,
        "activity_lines": [
          1.76,
          1.790364,
          1.776476,
          1.795161
        ]
      },
      {
        "date": "2026-05-29",
        "close": 1.7,
        "volume": 288700,
        "typical_volume": 681100.0,
        "trend": 1.823667,
        "fair_value": 2.00109,
        "relative_strength": -20.689678,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -40.913328,
        "energy": 26.68908,
        "activity_lines": [
          1.734,
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          1.769524,
          1.787355
        ]
      },
      {
        "date": "2026-06-05",
        "close": 1.74,
        "volume": 19500,
        "typical_volume": 674525.0,
        "trend": 1.818333,
        "fair_value": 1.983526,
        "relative_strength": -19.820957,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -47.364202,
        "energy": 32.98581,
        "activity_lines": [
          1.731333,
          1.760727,
          1.767143,
          1.781957
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      },
      {
        "date": "2026-06-12",
        "close": 1.74,
        "volume": 7100,
        "typical_volume": 672925.0,
        "trend": 1.813667,
        "fair_value": 1.971603,
        "relative_strength": -20.539973,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -48.463314,
        "energy": 35.327871,
        "activity_lines": [
          1.732667,
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          1.776903
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      },
      {
        "date": "2026-06-19",
        "close": 1.8,
        "volume": 4700,
        "typical_volume": 669590.0,
        "trend": 1.806333,
        "fair_value": 1.959295,
        "relative_strength": -17.022333,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -38.428823,
        "energy": 18.674462,
        "activity_lines": [
          1.754,
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          1.76881,
          1.776022
        ]
      },
      {
        "date": "2026-06-26",
        "close": 1.7,
        "volume": 4000,
        "typical_volume": 664860.0,
        "trend": 1.796667,
        "fair_value": 1.949295,
        "relative_strength": -20.318394,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -51.193199,
        "energy": 22.820364,
        "activity_lines": [
          1.74,
          1.743636,
          1.762714,
          1.769161
        ]
      },
      {
        "date": "2026-07-03",
        "close": 1.67,
        "volume": 29400,
        "typical_volume": 642350.0,
        "trend": 1.785667,
        "fair_value": 1.939615,
        "relative_strength": -25.241367,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -55.414051,
        "energy": 30.567501,
        "activity_lines": [
          1.718,
          1.727818,
          1.753905,
          1.760989
        ]
      },
      {
        "date": "2026-07-10",
        "close": 1.7,
        "volume": 66600,
        "typical_volume": 594395.0,
        "trend": 1.775667,
        "fair_value": 1.930128,
        "relative_strength": -24.544105,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -49.00911,
        "energy": 31.574358,
        "activity_lines": [
          1.708,
          1.720727,
          1.748762,
          1.755462
        ]
      },
      {
        "date": "2026-07-17",
        "close": 1.68,
        "volume": 80900,
        "typical_volume": 583340.0,
        "trend": 1.770333,
        "fair_value": 1.92141,
        "relative_strength": -25.91882,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -54.457412,
        "energy": 46.063847,
        "activity_lines": [
          1.694,
          1.711818,
          1.742143,
          1.74929
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.67,
        "volume": 64600,
        "typical_volume": 124560.0,
        "trend": 1.762,
        "fair_value": 1.913782,
        "relative_strength": -26.025063,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -55.529101,
        "energy": 46.593949,
        "activity_lines": [
          1.680667,
          1.702182,
          1.73419,
          1.742817
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.71,
        "volume": 44000,
        "typical_volume": 109250.0,
        "trend": 1.752333,
        "fair_value": 1.908205,
        "relative_strength": -22.67087,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.290698,
        "energy": 34.581653,
        "activity_lines": [
          1.689333,
          1.701636,
          1.729333,
          1.739462
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.6,
        "volume": 144300,
        "typical_volume": 108070.0,
        "trend": 1.743667,
        "fair_value": 1.902051,
        "relative_strength": -26.418415,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -68.908281,
        "energy": 50.373639,
        "activity_lines": [
          1.660667,
          1.681455,
          1.714095,
          1.729634
        ]
      }
    ],
    "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."
    }
  }
}