{
  "ticker": {
    "uuid": "87e69c3d-87ac-4615-99e8-e4b73747eb0c",
    "symbol": "BYD",
    "name": "Beyond Securities 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": -63.808,
    "architecture_energy": 46.414,
    "architecture_maturity": 19.796,
    "architecture_confidence": 88.449,
    "architecture_tenure": "Developing",
    "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": 10.8,
        "rotation_up": 16.16,
        "upward_expansion": 6.23,
        "deceleration": 47.63,
        "rotation_down": 65.87,
        "downward_expansion": 84.23
      },
      "activity_lines": [
        0.464,
        0.470909,
        0.483952,
        0.494882
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -1.0
    },
    "latest_close": 0.46,
    "trend_reference": 0.509667,
    "distance_from_trend": -0.097449,
    "trend_direction": "Weakening",
    "fair_value": 1.776832,
    "distance_from_fair_value": -0.741112,
    "fair_value_direction": "Improving",
    "relative_strength": -25.715703,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.021277,
    "excess_performance": -0.213602,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.097449,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.039573,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.741112,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.041506,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.257157,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.104503,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.021277,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.38687,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 15615000,
      "relative_activity": 0.757817,
      "balance": 0.38687,
      "dry_up": 0.607788,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.068562,
      "annualized_volatility": 0.57652,
      "from_high_reference": -0.5,
      "from_low_reference": 0.314286
    },
    "levels": {
      "trend_reference": 0.509667,
      "fair_value_reference": 1.776832,
      "structural_low": 0.43,
      "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": 31,
        "median_return": -0.05,
        "positive_rate": 0.322581,
        "directional_follow_through": 0.645161,
        "median_excess_return": -0.07054,
        "regime_survival": 0.903226,
        "best_return": 0.363636,
        "worst_return": -0.433884,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": -0.196396,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.174285,
        "regime_survival": 0.666667,
        "best_return": 0.198198,
        "worst_return": -0.684659,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.365766,
        "positive_rate": 0.2,
        "directional_follow_through": 0.8,
        "median_excess_return": -0.317693,
        "regime_survival": 0.4,
        "best_return": 0.4,
        "worst_return": -0.622159,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.639216,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.490194,
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        "best_return": 0.080645,
        "worst_return": -0.831522,
        "sufficient": false
      }
    ],
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "tenure": "Established",
        "return": -0.357843,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "end": "2023-09-22",
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      },
      {
        "regime": "balance",
        "label": "Balance",
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      },
      {
        "regime": "downward_expansion",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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      {
        "regime": "upward_expansion",
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      },
      {
        "regime": "balance",
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 21913915.0,
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        "relative_strength": -25.773908,
        "stage": 4,
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        "modifier": "Early contraction",
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        "direction": -62.346377,
        "energy": 58.365693,
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          0.472,
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          0.490619,
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      },
      {
        "date": "2026-07-31",
        "close": 0.46,
        "volume": 8012300,
        "typical_volume": 20544020.0,
        "trend": 0.512,
        "fair_value": 1.814267,
        "relative_strength": -26.33624,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.698498,
        "energy": 53.423935,
        "activity_lines": [
          0.467333,
          0.475455,
          0.48719,
          0.498237
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      },
      {
        "date": "2026-08-07",
        "close": 0.46,
        "volume": 15615000,
        "typical_volume": 20605240.0,
        "trend": 0.509667,
        "fair_value": 1.776832,
        "relative_strength": -25.715703,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.80775,
        "energy": 46.41403,
        "activity_lines": [
          0.464,
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      }
    ],
    "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."
    }
  }
}