{
  "ticker": {
    "uuid": "f1bc1a9d-4593-4709-8486-9df6ddf36879",
    "symbol": "BEYOND",
    "name": "Bound and Beyond 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": 3,
    "stage_name": "Distribution",
    "phase": "3c",
    "phase_label": "Stage 3C \u00b7 Breakdown watch",
    "transition": "stage_3_to_4_watch",
    "transition_label": "Stage 3 \u2192 4 watch",
    "confidence": 71.395,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -36.566,
    "architecture_energy": 56.946,
    "architecture_maturity": 6.259,
    "architecture_confidence": 66.871,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 31.66,
        "rotation_up": 19.13,
        "upward_expansion": 21.78,
        "deceleration": 41.08,
        "rotation_down": 68.1,
        "downward_expansion": 58.78
      },
      "activity_lines": [
        8.233333,
        8.453636,
        8.608571,
        8.621183
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 8.15,
    "trend_reference": 8.608333,
    "distance_from_trend": -0.053243,
    "trend_direction": "Improving",
    "fair_value": 9.007372,
    "distance_from_fair_value": -0.095186,
    "fair_value_direction": "Weakening",
    "relative_strength": -11.646891,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.018072,
    "excess_performance": -0.210397,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.053243,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.042381,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.095186,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.00697,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.116469,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.109243,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.018072,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 3.132939,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 25000,
      "relative_activity": 0.12758,
      "balance": 3.132939,
      "dry_up": 0.539665,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.052383,
      "annualized_volatility": 0.143587,
      "from_high_reference": -0.118919,
      "from_low_reference": 0.663265
    },
    "levels": {
      "trend_reference": 8.608333,
      "fair_value_reference": 9.007372,
      "structural_low": 8.0,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 4,
        "median_return": 0.065251,
        "positive_rate": 0.75,
        "directional_follow_through": 0.25,
        "median_excess_return": 0.021558,
        "regime_survival": 0.0,
        "best_return": 0.10119,
        "worst_return": -0.150862,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.022616,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.039165,
        "regime_survival": 0.0,
        "best_return": 0.166667,
        "worst_return": -0.211207,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.016606,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.039305,
        "regime_survival": 0.0,
        "best_return": 0.511905,
        "worst_return": -0.267241,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.068937,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.098089,
        "regime_survival": 0.0,
        "best_return": 0.428571,
        "worst_return": -0.290698,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-04-05",
        "end": "2024-09-20",
        "tenure": "Established",
        "return": -0.247788,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-09-27",
        "end": "2024-10-04",
        "tenure": "New",
        "return": -0.030457,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-10-11",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": -0.096257,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-03",
        "end": "2025-08-01",
        "tenure": "Extended",
        "return": -0.183432,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-08",
        "end": "2025-10-10",
        "tenure": "Developing",
        "return": 0.007194,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-17",
        "end": "2025-10-31",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-11-07",
        "end": "2025-12-19",
        "tenure": "Developing",
        "return": 0.22963,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-12-26",
        "end": "2026-02-06",
        "tenure": "Developing",
        "return": -0.062147,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-02-13",
        "end": "2026-03-06",
        "tenure": "New",
        "return": 0.05988,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-03-13",
        "end": "2026-04-10",
        "tenure": "Developing",
        "return": -0.00578,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-04-17",
        "end": "2026-05-29",
        "tenure": "Developing",
        "return": 0.046512,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-06-05",
        "end": "2026-07-10",
        "tenure": "Developing",
        "return": -0.011173,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-17",
        "end": "2026-07-31",
        "tenure": "New",
        "return": -0.02381,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 13.0,
        "volume": 670600,
        "typical_volume": 1776275.0,
        "trend": 14.39,
        "fair_value": 11.067949,
        "relative_strength": 1.969609,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -47.199433,
        "energy": 33.857307,
        "activity_lines": [
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      },
      {
        "date": "2023-08-25",
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      },
      {
        "date": "2023-09-01",
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      },
      {
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      },
      {
        "date": "2023-09-15",
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        "trend": 14.216667,
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        "relative_strength": 2.755664,
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      },
      {
        "date": "2023-09-22",
        "close": 13.1,
        "volume": 1033900,
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        "trend": 14.103333,
        "fair_value": 11.279808,
        "relative_strength": 0.616854,
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      },
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        "date": "2023-09-29",
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      },
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        "date": "2023-10-13",
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      },
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        "date": "2023-10-20",
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      },
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        "date": "2023-10-27",
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      },
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      },
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        "date": "2023-12-01",
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        "date": "2023-12-08",
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        "date": "2024-01-12",
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          8.574762,
          8.339677
        ]
      },
      {
        "date": "2026-05-01",
        "close": 8.5,
        "volume": 19100,
        "typical_volume": 487040.0,
        "trend": 8.0,
        "fair_value": 9.475,
        "relative_strength": -1.522544,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 33.944678,
        "energy": 21.188094,
        "activity_lines": [
          8.566667,
          8.591818,
          8.571905,
          8.374946
        ]
      },
      {
        "date": "2026-05-08",
        "close": 8.6,
        "volume": 55600,
        "typical_volume": 463135.0,
        "trend": 8.053333,
        "fair_value": 9.432051,
        "relative_strength": -0.72264,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.768953,
        "energy": 19.53538,
        "activity_lines": [
          8.573333,
          8.587273,
          8.574286,
          8.413656
        ]
      },
      {
        "date": "2026-05-15",
        "close": 9.0,
        "volume": 1589100,
        "typical_volume": 486050.0,
        "trend": 8.123333,
        "fair_value": 9.396795,
        "relative_strength": 2.608158,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 62.542081,
        "energy": 33.725349,
        "activity_lines": [
          8.713333,
          8.657273,
          8.613333,
          8.474731
        ]
      },
      {
        "date": "2026-05-22",
        "close": 8.85,
        "volume": 82800,
        "typical_volume": 467045.0,
        "trend": 8.188333,
        "fair_value": 9.354167,
        "relative_strength": -0.493377,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 53.262619,
        "energy": 31.315859,
        "activity_lines": [
          8.776667,
          8.697273,
          8.637381,
          8.521613
        ]
      },
      {
        "date": "2026-05-29",
        "close": 9.0,
        "volume": 143000,
        "typical_volume": 384605.0,
        "trend": 8.258333,
        "fair_value": 9.315064,
        "relative_strength": -0.721521,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Re-acceleration watch",
        "gate": "up",
        "direction": 60.383482,
        "energy": 41.161059,
        "activity_lines": [
          8.873333,
          8.760909,
          8.675714,
          8.573978
        ]
      },
      {
        "date": "2026-06-05",
        "close": 8.95,
        "volume": 23100,
        "typical_volume": 294120.0,
        "trend": 8.331667,
        "fair_value": 9.275,
        "relative_strength": -2.068109,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 58.343807,
        "energy": 50.681768,
        "activity_lines": [
          8.926667,
          8.807273,
          8.708333,
          8.618602
        ]
      },
      {
        "date": "2026-06-12",
        "close": 8.95,
        "volume": 36200,
        "typical_volume": 267940.0,
        "trend": 8.431667,
        "fair_value": 9.240705,
        "relative_strength": -2.587635,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 56.520457,
        "energy": 45.082101,
        "activity_lines": [
          8.95,
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          8.74,
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        ]
      },
      {
        "date": "2026-06-19",
        "close": 8.8,
        "volume": 4800,
        "typical_volume": 264715.0,
        "trend": 8.508333,
        "fair_value": 9.211218,
        "relative_strength": -2.878573,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 52.561279,
        "energy": 32.951385,
        "activity_lines": [
          8.9,
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          8.754762,
          8.682258
        ]
      },
      {
        "date": "2026-06-26",
        "close": 8.8,
        "volume": 5600,
        "typical_volume": 258555.0,
        "trend": 8.575,
        "fair_value": 9.183654,
        "relative_strength": -0.972023,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 48.059849,
        "energy": 25.991639,
        "activity_lines": [
          8.863333,
          8.856364,
          8.767143,
          8.701075
        ]
      },
      {
        "date": "2026-07-03",
        "close": 8.9,
        "volume": 11300,
        "typical_volume": 253605.0,
        "trend": 8.631667,
        "fair_value": 9.158013,
        "relative_strength": -4.056381,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 39.527101,
        "energy": 20.932145,
        "activity_lines": [
          8.863333,
          8.873636,
          8.786667,
          8.722043
        ]
      },
      {
        "date": "2026-07-10",
        "close": 8.85,
        "volume": 26600,
        "typical_volume": 247290.0,
        "trend": 8.673333,
        "fair_value": 9.133974,
        "relative_strength": -5.148434,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 34.613292,
        "energy": 16.560146,
        "activity_lines": [
          8.853333,
          8.876364,
          8.79881,
          8.736129
        ]
      },
      {
        "date": "2026-07-17",
        "close": 8.4,
        "volume": 247200,
        "typical_volume": 250795.0,
        "trend": 8.676667,
        "fair_value": 9.104487,
        "relative_strength": -10.853966,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 9.723391,
        "energy": 9.148466,
        "activity_lines": [
          8.7,
          8.790909,
          8.765714,
          8.718495
        ]
      },
      {
        "date": "2026-07-24",
        "close": 8.1,
        "volume": 147900,
        "typical_volume": 212135.0,
        "trend": 8.651667,
        "fair_value": 9.073077,
        "relative_strength": -14.068435,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -29.568298,
        "energy": 29.807229,
        "activity_lines": [
          8.483333,
          8.654545,
          8.705476,
          8.68129
        ]
      },
      {
        "date": "2026-07-31",
        "close": 8.2,
        "volume": 2900,
        "typical_volume": 206240.0,
        "trend": 8.63,
        "fair_value": 9.039744,
        "relative_strength": -11.842596,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -25.953906,
        "energy": 43.376326,
        "activity_lines": [
          8.346667,
          8.552727,
          8.658333,
          8.652151
        ]
      },
      {
        "date": "2026-08-07",
        "close": 8.15,
        "volume": 25000,
        "typical_volume": 195955.0,
        "trend": 8.608333,
        "fair_value": 9.007372,
        "relative_strength": -11.646891,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -36.565766,
        "energy": 56.945678,
        "activity_lines": [
          8.233333,
          8.453636,
          8.608571,
          8.621183
        ]
      }
    ],
    "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."
    }
  }
}