{
  "ticker": {
    "uuid": "825804d9-a2d9-41ab-b69b-c646c8cf87d6",
    "symbol": "FSMART",
    "name": "Forth Smart Service 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": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 61.413,
    "architecture_energy": 66.797,
    "architecture_maturity": 17.407,
    "architecture_confidence": 82.045,
    "architecture_tenure": "New",
    "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": 17.57,
        "rotation_up": 66.74,
        "upward_expansion": 88.11,
        "deceleration": 46.0,
        "rotation_down": 13.06,
        "downward_expansion": 14.78
      },
      "activity_lines": [
        7.9,
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        7.395952,
        7.159897
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.666667
    },
    "latest_close": 7.85,
    "trend_reference": 6.870385,
    "distance_from_trend": 0.142585,
    "trend_direction": "Improving",
    "fair_value": 6.458949,
    "distance_from_fair_value": 0.215368,
    "fair_value_direction": "Improving",
    "relative_strength": -1.114972,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.316944,
    "excess_performance": 0.124619,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.142585,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.064313,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.215368,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.105893,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.01115,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.040414,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.316944,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 4.242195,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 10161100,
      "relative_activity": 0.765507,
      "balance": 4.242195,
      "dry_up": 1.445306,
      "accumulation_observations": 4,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.075943,
      "annualized_volatility": 0.428559,
      "from_high_reference": -0.177746,
      "from_low_reference": 0.489175
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    "levels": {
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      "fair_value_reference": 6.458949,
      "structural_low": 5.863846,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 19,
        "median_return": -0.047619,
        "positive_rate": 0.315789,
        "directional_follow_through": 0.315789,
        "median_excess_return": -0.031022,
        "regime_survival": 0.736842,
        "best_return": 0.44375,
        "worst_return": -0.167421,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
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        "worst_return": -0.269663,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
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        "sufficient": true
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        "horizon": "Full cycle",
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        "regime": "rotation_up",
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      },
      {
        "date": "2026-04-17",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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        "stage": 1,
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        "modifier": "Early expansion",
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      },
      {
        "date": "2026-07-10",
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        "trend": 6.629487,
        "fair_value": 6.451484,
        "relative_strength": -5.024248,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 63.73894,
        "energy": 35.492984,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
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        "volume": 24838700,
        "typical_volume": 11613590.0,
        "trend": 6.681154,
        "fair_value": 6.454949,
        "relative_strength": -2.781056,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 66.708792,
        "energy": 41.189385,
        "activity_lines": [
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          7.104516,
          6.926015
        ]
      },
      {
        "date": "2026-07-24",
        "close": 8.05,
        "volume": 32581100,
        "typical_volume": 12826765.0,
        "trend": 6.744333,
        "fair_value": 6.458587,
        "relative_strength": -0.596561,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 69.837367,
        "energy": 59.88833,
        "activity_lines": [
          7.716667,
          7.527273,
          7.21881,
          7.014328
        ]
      },
      {
        "date": "2026-07-31",
        "close": 7.95,
        "volume": 9157300,
        "typical_volume": 12968270.0,
        "trend": 6.799333,
        "fair_value": 6.459088,
        "relative_strength": -0.687335,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 64.89377,
        "energy": 67.847181,
        "activity_lines": [
          7.856667,
          7.620909,
          7.315476,
          7.092112
        ]
      },
      {
        "date": "2026-08-07",
        "close": 7.85,
        "volume": 10161100,
        "typical_volume": 13273695.0,
        "trend": 6.870385,
        "fair_value": 6.458949,
        "relative_strength": -1.114972,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 61.412724,
        "energy": 66.79652,
        "activity_lines": [
          7.9,
          7.682727,
          7.395952,
          7.159897
        ]
      }
    ],
    "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."
    }
  }
}