{
  "ticker": {
    "uuid": "c1c71da5-64e7-4315-9a54-f03da300b6c3",
    "symbol": "SVT",
    "name": "Sun Vending Technology 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": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 57.244,
    "architecture_energy": 36.267,
    "architecture_maturity": 18.417,
    "architecture_confidence": 69.335,
    "architecture_tenure": "Developing",
    "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": 24.06,
        "rotation_up": 52.42,
        "upward_expansion": 77.31,
        "deceleration": 58.38,
        "rotation_down": 19.66,
        "downward_expansion": 3.98
      },
      "activity_lines": [
        1.325333,
        1.321818,
        1.290857,
        1.279894
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Stable",
      "price_acceptance": 0.666667
    },
    "latest_close": 1.33,
    "trend_reference": 1.269012,
    "distance_from_trend": 0.048059,
    "trend_direction": "Improving",
    "fair_value": 1.474741,
    "distance_from_fair_value": -0.098147,
    "fair_value_direction": "Improving",
    "relative_strength": -9.225375,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.054316,
    "excess_performance": -0.138009,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.048059,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.027705,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.098147,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.147259,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.092254,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.077789,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.054316,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.307248,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1452100,
      "relative_activity": 0.744749,
      "balance": 1.307248,
      "dry_up": 0.792549,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.046848,
      "annualized_volatility": 0.260048,
      "from_high_reference": -0.091346,
      "from_low_reference": 0.22226
    },
    "levels": {
      "trend_reference": 1.269012,
      "fair_value_reference": 1.474741,
      "structural_low": 1.14,
      "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": 4,
        "median_return": -0.075855,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.037518,
        "regime_survival": 0.5,
        "best_return": 0.007576,
        "worst_return": -0.121621,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": -0.187613,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.129922,
        "regime_survival": 0.0,
        "best_return": -0.141892,
        "worst_return": -0.233333,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.226224,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.178307,
        "regime_survival": 0.0,
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        "worst_return": -0.322511,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": -0.242131,
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        "regime_survival": 1.0,
        "best_return": -0.242131,
        "worst_return": -0.242131,
        "sufficient": false
      }
    ],
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        "end": "2024-10-25",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-11-29",
        "tenure": "Developing",
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        "regime": "downward_expansion",
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        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2026-04-17",
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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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      },
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        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "relative_strength": -14.388377,
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 2127650.0,
        "trend": 1.245321,
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "gate": "up",
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      },
      {
        "date": "2026-07-03",
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        "fair_value": 1.504416,
        "relative_strength": -11.411427,
        "stage": 1,
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        "modifier": "Early expansion",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 2122110.0,
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        "fair_value": 1.498852,
        "relative_strength": -13.643344,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 58.495604,
        "energy": 59.40778,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 1.33,
        "volume": 1516600,
        "typical_volume": 2003745.0,
        "trend": 1.260568,
        "fair_value": 1.492957,
        "relative_strength": -11.690199,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 60.175485,
        "energy": 46.028771,
        "activity_lines": [
          1.32,
          1.304727,
          1.272536,
          1.267686
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.32,
        "volume": 2578500,
        "typical_volume": 2037885.0,
        "trend": 1.263802,
        "fair_value": 1.486999,
        "relative_strength": -12.202947,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 54.990957,
        "energy": 33.511568,
        "activity_lines": [
          1.318,
          1.311273,
          1.278286,
          1.271521
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.33,
        "volume": 634000,
        "typical_volume": 1906085.0,
        "trend": 1.266407,
        "fair_value": 1.48087,
        "relative_strength": -10.203773,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.493708,
        "energy": 33.952806,
        "activity_lines": [
          1.321333,
          1.318,
          1.284571,
          1.275791
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.33,
        "volume": 1452100,
        "typical_volume": 1949785.0,
        "trend": 1.269012,
        "fair_value": 1.474741,
        "relative_strength": -9.225375,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.24378,
        "energy": 36.266983,
        "activity_lines": [
          1.325333,
          1.321818,
          1.290857,
          1.279894
        ]
      }
    ],
    "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."
    }
  }
}