{
  "ticker": {
    "uuid": "7f919366-553d-4209-8615-a7182ff9f3c6",
    "symbol": "VCOM",
    "name": "Vintcom 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": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 67.638,
    "architecture_energy": 66.83,
    "architecture_maturity": 99.595,
    "architecture_confidence": 94.088,
    "architecture_tenure": "Extended",
    "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": 5.06,
        "rotation_up": 65.34,
        "upward_expansion": 87.67,
        "deceleration": 63.94,
        "rotation_down": 22.75,
        "downward_expansion": 12.0
      },
      "activity_lines": [
        4.081333,
        4.023636,
        3.868667,
        3.714263
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.833333
    },
    "latest_close": 4.08,
    "trend_reference": 3.482351,
    "distance_from_trend": 0.171622,
    "trend_direction": "Improving",
    "fair_value": 2.66186,
    "distance_from_fair_value": 0.532763,
    "fair_value_direction": "Improving",
    "relative_strength": 13.774995,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.456246,
    "excess_performance": 0.263921,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.171622,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.14205,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.532763,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.225643,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.13775,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.066284,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.456246,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 9.457766,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 751500,
      "relative_activity": 0.912546,
      "balance": 9.457766,
      "dry_up": 1.447354,
      "accumulation_observations": 7,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.032428,
      "annualized_volatility": 0.165198,
      "from_high_reference": -0.023923,
      "from_low_reference": 0.680284
    },
    "levels": {
      "trend_reference": 3.482351,
      "fair_value_reference": 2.66186,
      "structural_low": 2.801724,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 19,
        "median_return": 0.025126,
        "positive_rate": 0.736842,
        "directional_follow_through": 0.736842,
        "median_excess_return": 0.002214,
        "regime_survival": 0.842105,
        "best_return": 0.196721,
        "worst_return": -0.109489,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.069273,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.019422,
        "regime_survival": 0.5,
        "best_return": 0.191358,
        "worst_return": -0.003189,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.090776,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.030882,
        "regime_survival": 0.333333,
        "best_return": 0.396341,
        "worst_return": 0.081403,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.146879,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.002239,
        "regime_survival": 0.5,
        "best_return": 0.486425,
        "worst_return": -0.192667,
        "sufficient": false
      }
    ],
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        "regime": "balance",
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        "color": "blue",
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        "end": "2023-03-10",
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        "return": -0.064151,
        "active": false
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        "regime": "downward_expansion",
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        "end": "2023-08-25",
        "tenure": "Established",
        "return": 0.023063,
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      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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      {
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      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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      {
        "regime": "balance",
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      {
        "regime": "downward_expansion",
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        "regime": "balance",
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      {
        "regime": "upward_expansion",
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      {
        "regime": "deceleration",
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      },
      {
        "date": "2026-04-17",
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        "date": "2026-04-24",
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      },
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        "date": "2026-05-01",
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      },
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        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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      },
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      },
      {
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      },
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        "date": "2026-06-05",
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      },
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        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-26",
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        "activity_lines": [
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          3.43671
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      },
      {
        "date": "2026-07-03",
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        "fair_value": 2.632786,
        "relative_strength": 12.327892,
        "stage": 2,
        "regime": "upward_expansion",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "trend": 3.306845,
        "fair_value": 2.638168,
        "relative_strength": 12.469256,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 78.772534,
        "energy": 71.129079,
        "activity_lines": [
          3.924,
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      },
      {
        "date": "2026-07-17",
        "close": 4.08,
        "volume": 2130600,
        "typical_volume": 1017955.0,
        "trend": 3.351944,
        "fair_value": 2.644191,
        "relative_strength": 13.725832,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 84.92213,
        "energy": 73.25525,
        "activity_lines": [
          3.981333,
          3.913818,
          3.737667,
          3.579429
        ]
      },
      {
        "date": "2026-07-24",
        "close": 4.12,
        "volume": 934000,
        "typical_volume": 842095.0,
        "trend": 3.397132,
        "fair_value": 2.649908,
        "relative_strength": 13.877785,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 81.941942,
        "energy": 72.417909,
        "activity_lines": [
          4.04,
          3.965818,
          3.787905,
          3.628981
        ]
      },
      {
        "date": "2026-07-31",
        "close": 4.08,
        "volume": 951600,
        "typical_volume": 819580.0,
        "trend": 3.440987,
        "fair_value": 2.65565,
        "relative_strength": 13.509363,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 69.967752,
        "energy": 67.882831,
        "activity_lines": [
          4.068,
          3.998909,
          3.83019,
          3.673037
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.08,
        "volume": 751500,
        "typical_volume": 823520.0,
        "trend": 3.482351,
        "fair_value": 2.66186,
        "relative_strength": 13.774995,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 67.637501,
        "energy": 66.830264,
        "activity_lines": [
          4.081333,
          4.023636,
          3.868667,
          3.714263
        ]
      }
    ],
    "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."
    }
  }
}