{
  "ticker": {
    "uuid": "4de3fe83-910a-436e-8045-90a944d4e507",
    "symbol": "ZEN",
    "name": "ZEN Corporation Group 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": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 56.546,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 22.145,
    "architecture_energy": 28.349,
    "architecture_maturity": 7.105,
    "architecture_confidence": 69.272,
    "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": 44.83,
        "rotation_up": 62.94,
        "upward_expansion": 38.47,
        "deceleration": 30.2,
        "rotation_down": 14.67,
        "downward_expansion": 20.14
      },
      "activity_lines": [
        5.576667,
        5.500909,
        5.45619,
        5.482139
      ],
      "activity_state": "Moderate",
      "activity_direction": "Stable",
      "rotation_direction": "Improving",
      "price_acceptance": 0.666667
    },
    "latest_close": 5.6,
    "trend_reference": 5.560826,
    "distance_from_trend": 0.007045,
    "trend_direction": "Weakening",
    "fair_value": 6.729306,
    "distance_from_fair_value": -0.167819,
    "fair_value_direction": "Improving",
    "relative_strength": -16.22879,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.057079,
    "excess_performance": -0.249404,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.007045,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.02149,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.167819,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.086263,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.162288,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.024509,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.057079,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 4.713656,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 9000,
      "relative_activity": 0.42796,
      "balance": 4.713656,
      "dry_up": 0.767951,
      "accumulation_observations": 2,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.03228,
      "annualized_volatility": 0.164586,
      "from_high_reference": -0.304308,
      "from_low_reference": 0.076923
    },
    "levels": {
      "trend_reference": 5.560826,
      "fair_value_reference": 6.729306,
      "structural_low": 5.2,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 17,
        "median_return": 0.0,
        "positive_rate": 0.470588,
        "directional_follow_through": 0.470588,
        "median_excess_return": 0.004335,
        "regime_survival": 0.764706,
        "best_return": 0.225,
        "worst_return": -0.057079,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.008547,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.011617,
        "regime_survival": 0.714286,
        "best_return": 0.279661,
        "worst_return": -0.041231,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.026786,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.022878,
        "regime_survival": 0.5,
        "best_return": 0.432203,
        "worst_return": -0.016436,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.048828,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.068585,
        "regime_survival": 0.5,
        "best_return": 0.053572,
        "worst_return": 0.044084,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-02-10",
        "end": "2023-03-10",
        "tenure": "Developing",
        "return": -0.062857,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-03-17",
        "end": "2023-04-07",
        "tenure": "New",
        "return": 0.05988,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-04-14",
        "end": "2023-05-05",
        "tenure": "New",
        "return": -0.205714,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-05-12",
        "end": "2024-09-20",
        "tenure": "Extended",
        "return": -0.426492,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-09-27",
        "end": "2024-11-08",
        "tenure": "Developing",
        "return": -0.013158,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-11-15",
        "end": "2024-11-22",
        "tenure": "New",
        "return": -0.006945,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-29",
        "end": "2025-02-07",
        "tenure": "Developing",
        "return": -0.057143,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-02-14",
        "end": "2025-03-07",
        "tenure": "New",
        "return": -0.015504,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-14",
        "end": "2025-08-01",
        "tenure": "Established",
        "return": -0.125984,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-08",
        "end": "2025-09-26",
        "tenure": "Developing",
        "return": -0.02381,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-03",
        "end": "2025-11-21",
        "tenure": "Developing",
        "return": -0.075,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-11-28",
        "end": "2026-03-13",
        "tenure": "Established",
        "return": -0.025218,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-20",
        "end": "2026-07-17",
        "tenure": "Established",
        "return": 0.008929,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.009009,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 10.612217,
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        "typical_volume": 1003580.0,
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      },
      {
        "date": "2026-04-17",
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        "trend": 5.787416,
        "fair_value": 7.389914,
        "relative_strength": -19.90558,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "date": "2026-04-24",
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 64130.0,
        "trend": 5.690979,
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 60360.0,
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        "gate": "down",
        "direction": -47.024651,
        "energy": 28.364317,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "volume": 500,
        "typical_volume": 59060.0,
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      },
      {
        "date": "2026-06-19",
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        "energy": 42.805892,
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      },
      {
        "date": "2026-06-26",
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        "relative_strength": -20.989155,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -74.503956,
        "energy": 70.319233,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "volume": 4000,
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        "trend": 5.625596,
        "fair_value": 6.906887,
        "relative_strength": -21.078474,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 62.443351,
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      },
      {
        "date": "2026-07-10",
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        "volume": 38300,
        "typical_volume": 48490.0,
        "trend": 5.619144,
        "fair_value": 6.870567,
        "relative_strength": -19.735789,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -49.653558,
        "energy": 33.353065,
        "activity_lines": [
          5.37,
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          5.401359,
          5.485403
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      },
      {
        "date": "2026-07-17",
        "close": 5.65,
        "volume": 39300,
        "typical_volume": 45795.0,
        "trend": 5.612783,
        "fair_value": 6.835209,
        "relative_strength": -18.104295,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": 2.290028,
        "energy": 8.639228,
        "activity_lines": [
          5.473333,
          5.423636,
          5.420463,
          5.487394
        ]
      },
      {
        "date": "2026-07-24",
        "close": 5.55,
        "volume": 9700,
        "typical_volume": 20800.0,
        "trend": 5.591636,
        "fair_value": 6.798618,
        "relative_strength": -19.391719,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -3.568347,
        "energy": 19.091227,
        "activity_lines": [
          5.523333,
          5.45,
          5.430952,
          5.483343
        ]
      },
      {
        "date": "2026-07-31",
        "close": 5.55,
        "volume": 6600,
        "typical_volume": 21020.0,
        "trend": 5.577034,
        "fair_value": 6.762027,
        "relative_strength": -18.084083,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -3.293152,
        "energy": 21.272739,
        "activity_lines": [
          5.553333,
          5.472727,
          5.44119,
          5.480657
        ]
      },
      {
        "date": "2026-08-07",
        "close": 5.6,
        "volume": 9000,
        "typical_volume": 21030.0,
        "trend": 5.560826,
        "fair_value": 6.729306,
        "relative_strength": -16.22879,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 22.144697,
        "energy": 28.349178,
        "activity_lines": [
          5.576667,
          5.500909,
          5.45619,
          5.482139
        ]
      }
    ],
    "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."
    }
  }
}