{
  "ticker": {
    "uuid": "c332cf77-27f0-4845-8e81-6fc85b64ed8a",
    "symbol": "VS",
    "name": "VS_VISERVE ENTERPRISE",
    "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": 57.981,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 37.029,
    "architecture_energy": 28.075,
    "architecture_maturity": 31.402,
    "architecture_confidence": 53.511,
    "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": 40.43,
        "rotation_up": 49.22,
        "upward_expansion": 76.62,
        "deceleration": 65.46,
        "rotation_down": 20.7,
        "downward_expansion": 5.62
      },
      "activity_lines": [
        0.336,
        0.331818,
        0.30919,
        0.300731
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 0.26,
    "trend_reference": 0.288667,
    "distance_from_trend": -0.099307,
    "trend_direction": "Improving",
    "fair_value": 0.737115,
    "distance_from_fair_value": -0.647274,
    "fair_value_direction": "Improving",
    "relative_strength": -28.293651,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.071429,
    "excess_performance": -0.263754,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.099307,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.011682,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.647274,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.050851,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.282937,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.022648,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.071429,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.793902,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 2615200,
      "relative_activity": 6.357371,
      "balance": 0.793902,
      "dry_up": 1.748265,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.224852,
      "annualized_volatility": 0.807609,
      "from_high_reference": -0.518519,
      "from_low_reference": 0.444444
    },
    "levels": {
      "trend_reference": 0.288667,
      "fair_value_reference": 0.737115,
      "structural_low": 0.23,
      "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": 7,
        "median_return": 0.02439,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
        "median_excess_return": 0.020292,
        "regime_survival": 0.571429,
        "best_return": 0.113333,
        "worst_return": -0.113095,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": -0.146667,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.188088,
        "regime_survival": 0.0,
        "best_return": -0.033113,
        "worst_return": -0.265432,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.333333,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.326791,
        "regime_survival": 0.0,
        "best_return": 0.033333,
        "worst_return": -0.470199,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.380817,
        "positive_rate": 0.0,
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        "median_excess_return": -0.331225,
        "regime_survival": 0.0,
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        "worst_return": -0.754967,
        "sufficient": false
      }
    ],
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        "regime": "downward_expansion",
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        "regime": "deceleration",
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        "end": "2024-05-24",
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 322170.0,
        "trend": 0.293667,
        "fair_value": 0.872051,
        "relative_strength": -30.602309,
        "stage": 4,
        "regime": "balance",
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 325330.0,
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 333535.0,
        "trend": 0.289333,
        "fair_value": 0.850449,
        "relative_strength": -30.579356,
        "stage": 4,
        "regime": "balance",
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        "gate": "down",
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        "energy": 31.653433,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 351405.0,
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        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -43.222596,
        "energy": 26.681997,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 348750.0,
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        "relative_strength": -29.752975,
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      },
      {
        "date": "2026-06-12",
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      },
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        "date": "2026-06-19",
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        "energy": 27.449955,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "volume": 40100,
        "typical_volume": 248795.0,
        "trend": 0.275333,
        "fair_value": 0.789295,
        "relative_strength": -25.951704,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -49.341722,
        "energy": 36.385318,
        "activity_lines": [
          0.261333,
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          0.273011
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      },
      {
        "date": "2026-07-03",
        "close": 0.36,
        "volume": 288400,
        "typical_volume": 251180.0,
        "trend": 0.277333,
        "fair_value": 0.781218,
        "relative_strength": -2.302139,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 70.31035,
        "energy": 48.017213,
        "activity_lines": [
          0.294,
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      },
      {
        "date": "2026-07-10",
        "close": 0.38,
        "volume": 1653400,
        "typical_volume": 330275.0,
        "trend": 0.281,
        "fair_value": 0.772179,
        "relative_strength": 2.60529,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 74.635614,
        "energy": 69.412727,
        "activity_lines": [
          0.327333,
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          0.285097
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      },
      {
        "date": "2026-07-17",
        "close": 0.37,
        "volume": 57100,
        "typical_volume": 309495.0,
        "trend": 0.282667,
        "fair_value": 0.762692,
        "relative_strength": -1.452345,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.63956,
        "energy": 75.060801,
        "activity_lines": [
          0.349333,
          0.315636,
          0.297143,
          0.290839
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.38,
        "volume": 178100,
        "typical_volume": 305320.0,
        "trend": 0.285667,
        "fair_value": 0.754038,
        "relative_strength": 1.263707,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.987431,
        "energy": 78.303647,
        "activity_lines": [
          0.366667,
          0.330909,
          0.305714,
          0.297118
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.37,
        "volume": 26300,
        "typical_volume": 288980.0,
        "trend": 0.288333,
        "fair_value": 0.745833,
        "relative_strength": 0.285143,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.050294,
        "energy": 74.346944,
        "activity_lines": [
          0.373333,
          0.342182,
          0.312952,
          0.302559
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.26,
        "volume": 2615200,
        "typical_volume": 411365.0,
        "trend": 0.288667,
        "fair_value": 0.737115,
        "relative_strength": -28.293651,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 37.028763,
        "energy": 28.074851,
        "activity_lines": [
          0.336,
          0.331818,
          0.30919,
          0.300731
        ]
      }
    ],
    "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."
    }
  }
}