{
  "ticker": {
    "uuid": "153f5226-5fff-47a9-a57d-b4302dbb6932",
    "symbol": "SAT",
    "name": "Somboon Advance 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": 65.611,
    "architecture_energy": 60.794,
    "architecture_maturity": 53.161,
    "architecture_confidence": 80.655,
    "architecture_tenure": "Established",
    "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": 8.35,
        "rotation_up": 59.74,
        "upward_expansion": 86.41,
        "deceleration": 61.01,
        "rotation_down": 25.28,
        "downward_expansion": 10.74
      },
      "activity_lines": [
        16.1,
        16.02,
        15.711429,
        15.403055
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.833333
    },
    "latest_close": 16.1,
    "trend_reference": 14.985975,
    "distance_from_trend": 0.074338,
    "trend_direction": "Improving",
    "fair_value": 12.14259,
    "distance_from_fair_value": 0.325912,
    "fair_value_direction": "Improving",
    "relative_strength": -0.005124,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.176641,
    "excess_performance": -0.015684,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.074338,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.06765,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.325912,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.065626,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -5.1e-05,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.020106,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.176641,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.625388,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 4727700,
      "relative_activity": 1.953397,
      "balance": 0.625388,
      "dry_up": 1.569707,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.021978,
      "annualized_volatility": 0.150117,
      "from_high_reference": -0.024242,
      "from_low_reference": 0.370555
    },
    "levels": {
      "trend_reference": 14.985975,
      "fair_value_reference": 12.14259,
      "structural_low": 13.775472,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 24,
        "median_return": 0.029253,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.009243,
        "regime_survival": 0.791667,
        "best_return": 0.092233,
        "worst_return": -0.08,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.02498,
        "positive_rate": 0.625,
        "directional_follow_through": 0.625,
        "median_excess_return": -0.028444,
        "regime_survival": 0.5,
        "best_return": 0.18705,
        "worst_return": -0.11536,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.0838,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": 0.015808,
        "regime_survival": 0.4,
        "best_return": 0.195239,
        "worst_return": -0.234331,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.069252,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.066383,
        "regime_survival": 0.333333,
        "best_return": 0.45071,
        "worst_return": -0.170167,
        "sufficient": false
      }
    ],
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-10-06",
        "end": "2024-01-05",
        "tenure": "Established",
        "return": 0.027778,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-01-19",
        "tenure": "New",
        "return": -0.005405,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-02-02",
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      },
      {
        "regime": "balance",
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        "tenure": "Developing",
        "return": -0.019113,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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        "active": false
      },
      {
        "regime": "balance",
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        "active": false
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      {
        "regime": "downward_expansion",
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      {
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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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      },
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        "date": "2026-06-05",
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      },
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "relative_strength": -1.215916,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 2826575.0,
        "trend": 14.741195,
        "fair_value": 12.097268,
        "relative_strength": -0.540503,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 80.73042,
        "energy": 70.143562,
        "activity_lines": [
          16.0,
          15.845455,
          15.447143,
          15.157046
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      },
      {
        "date": "2026-07-24",
        "close": 16.1,
        "volume": 4417600,
        "typical_volume": 2425255.0,
        "trend": 14.831006,
        "fair_value": 12.113607,
        "relative_strength": -1.532257,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 70.969802,
        "energy": 66.006937,
        "activity_lines": [
          16.053334,
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          15.244711
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      },
      {
        "date": "2026-07-31",
        "close": 16.1,
        "volume": 2558200,
        "typical_volume": 2366080.0,
        "trend": 14.914654,
        "fair_value": 12.128561,
        "relative_strength": -0.499595,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 68.026721,
        "energy": 62.593358,
        "activity_lines": [
          16.086667,
          15.976364,
          15.631905,
          15.326582
        ]
      },
      {
        "date": "2026-08-07",
        "close": 16.1,
        "volume": 4727700,
        "typical_volume": 2420245.0,
        "trend": 14.985975,
        "fair_value": 12.14259,
        "relative_strength": -0.005124,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 65.611238,
        "energy": 60.794488,
        "activity_lines": [
          16.1,
          16.02,
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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."
    }
  }
}