{
  "ticker": {
    "uuid": "5be2b270-5217-4408-b920-e3fa3fc05bbc",
    "symbol": "QLT",
    "name": "Qualitech 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": 1,
    "stage_name": "Basing",
    "phase": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "confidence": 89.57,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 68.598,
    "architecture_energy": 88.924,
    "architecture_maturity": 30.0,
    "architecture_confidence": 75.89,
    "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": 14.28,
        "rotation_up": 81.73,
        "upward_expansion": 97.67,
        "deceleration": 41.83,
        "rotation_down": 8.0,
        "downward_expansion": 22.0
      },
      "activity_lines": [
        2.049333,
        1.892545,
        1.730524,
        1.662224
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 2.04,
    "trend_reference": 1.591173,
    "distance_from_trend": 0.282073,
    "trend_direction": "Improving",
    "fair_value": 2.414628,
    "distance_from_fair_value": -0.155149,
    "fair_value_direction": "Improving",
    "relative_strength": 2.331673,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.342989,
    "excess_performance": 0.150664,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.282073,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.018625,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.155149,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.279963,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.023317,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.367439,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.342989,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.323705,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 281800,
      "relative_activity": 2.993891,
      "balance": 1.323705,
      "dry_up": 2.726162,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.052036,
      "annualized_volatility": 0.497282,
      "from_high_reference": -0.146872,
      "from_low_reference": 0.665306
    },
    "levels": {
      "trend_reference": 1.591173,
      "fair_value_reference": 2.414628,
      "structural_low": 1.225,
      "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": 9,
        "median_return": 0.006667,
        "positive_rate": 0.555556,
        "directional_follow_through": 0.555556,
        "median_excess_return": 0.032972,
        "regime_survival": 0.666667,
        "best_return": 0.373449,
        "worst_return": -0.236686,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.032609,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.024925,
        "regime_survival": 0.25,
        "best_return": 0.097084,
        "worst_return": -0.217687,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.081238,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.046788,
        "regime_survival": 0.0,
        "best_return": 0.055211,
        "worst_return": -0.217687,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.267412,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.277502,
        "regime_survival": 0.0,
        "best_return": -0.062035,
        "worst_return": -0.472789,
        "sufficient": false
      }
    ],
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-02-24",
        "end": "2023-09-29",
        "tenure": "Extended",
        "return": -0.109804,
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      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "tenure": "Established",
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      {
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        "return": 0.0,
        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "active": false
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      {
        "regime": "upward_expansion",
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        "active": false
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      {
        "regime": "deceleration",
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        "relative_strength": -33.728143,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -27.96207,
        "energy": 13.912537,
        "activity_lines": [
          1.519333,
          1.508676,
          1.513968,
          1.555993
        ]
      },
      {
        "date": "2026-04-24",
        "close": 1.56,
        "volume": 2700,
        "typical_volume": 116490.0,
        "trend": 1.611347,
        "fair_value": 2.682291,
        "relative_strength": -31.726946,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -16.420267,
        "energy": 9.504357,
        "activity_lines": [
          1.539333,
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          1.515562,
          1.551778
        ]
      },
      {
        "date": "2026-05-01",
        "close": 1.48,
        "volume": 22700,
        "typical_volume": 117010.0,
        "trend": 1.598613,
        "fair_value": 2.659426,
        "relative_strength": -35.693714,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "energy": 12.642826,
        "activity_lines": [
          1.52,
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          1.510369,
          1.543304
        ]
      },
      {
        "date": "2026-05-08",
        "close": 1.49,
        "volume": 33900,
        "typical_volume": 109320.0,
        "trend": 1.58948,
        "fair_value": 2.637692,
        "relative_strength": -34.412272,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -32.576199,
        "energy": 13.121929,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
        "close": 1.52,
        "volume": 33800,
        "typical_volume": 78420.0,
        "trend": 1.581347,
        "fair_value": 2.617031,
        "relative_strength": -32.634198,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -29.980981,
        "energy": 13.509093,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "volume": 136200,
        "typical_volume": 83600.0,
        "trend": 1.570547,
        "fair_value": 2.595103,
        "relative_strength": -35.894593,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -49.974244,
        "energy": 26.616959,
        "activity_lines": [
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          1.522695
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      },
      {
        "date": "2026-05-29",
        "close": 1.51,
        "volume": 2800,
        "typical_volume": 74395.0,
        "trend": 1.56208,
        "fair_value": 2.573874,
        "relative_strength": -32.881914,
        "stage": 4,
        "regime": "balance",
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        "gate": "down",
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        "energy": 17.678135,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-06-05",
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        "volume": 100,
        "typical_volume": 74115.0,
        "trend": 1.553607,
        "fair_value": 2.552079,
        "relative_strength": -32.695809,
        "stage": 4,
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        "gate": "down",
        "direction": -43.464775,
        "energy": 20.291199,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "volume": 0,
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        "trend": 1.546113,
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        "relative_strength": -31.792603,
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        "gate": "down",
        "direction": -42.136924,
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      },
      {
        "date": "2026-06-19",
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        "relative_strength": -29.22567,
        "stage": 4,
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        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -27.703812,
        "energy": 10.844817,
        "activity_lines": [
          1.500667,
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      },
      {
        "date": "2026-06-26",
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        "volume": 93600,
        "typical_volume": 63290.0,
        "trend": 1.528507,
        "fair_value": 2.491908,
        "relative_strength": -27.792603,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -35.342595,
        "energy": 14.981462,
        "activity_lines": [
          1.496667,
          1.494909,
          1.500463,
          1.505276
        ]
      },
      {
        "date": "2026-07-03",
        "close": 1.52,
        "volume": 41800,
        "typical_volume": 64415.0,
        "trend": 1.521353,
        "fair_value": 2.47401,
        "relative_strength": -27.712419,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -21.033671,
        "energy": 8.128711,
        "activity_lines": [
          1.503333,
          1.498727,
          1.502327,
          1.504727
        ]
      },
      {
        "date": "2026-07-10",
        "close": 1.86,
        "volume": 267900,
        "typical_volume": 73070.0,
        "trend": 1.52488,
        "fair_value": 2.461685,
        "relative_strength": -10.737362,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 85.899962,
        "energy": 75.586334,
        "activity_lines": [
          1.622667,
          1.565091,
          1.536567,
          1.526575
        ]
      },
      {
        "date": "2026-07-17",
        "close": 2.12,
        "volume": 169300,
        "typical_volume": 68400.0,
        "trend": 1.538707,
        "fair_value": 2.451779,
        "relative_strength": 1.902479,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 94.472672,
        "energy": 96.818188,
        "activity_lines": [
          1.804667,
          1.671818,
          1.593805,
          1.56497
        ]
      },
      {
        "date": "2026-07-24",
        "close": 2.12,
        "volume": 202800,
        "typical_volume": 71615.0,
        "trend": 1.559393,
        "fair_value": 2.442251,
        "relative_strength": 2.612625,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 93.386661,
        "energy": 97.501466,
        "activity_lines": [
          1.945333,
          1.767091,
          1.647714,
          1.602473
        ]
      },
      {
        "date": "2026-07-31",
        "close": 2.02,
        "volume": 372500,
        "typical_volume": 87920.0,
        "trend": 1.57446,
        "fair_value": 2.42869,
        "relative_strength": -0.171682,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 69.116494,
        "energy": 89.130397,
        "activity_lines": [
          2.012,
          1.833273,
          1.689238,
          1.632189
        ]
      },
      {
        "date": "2026-08-07",
        "close": 2.04,
        "volume": 281800,
        "typical_volume": 94125.0,
        "trend": 1.591173,
        "fair_value": 2.414628,
        "relative_strength": 2.331673,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.597813,
        "energy": 88.924316,
        "activity_lines": [
          2.049333,
          1.892545,
          1.730524,
          1.662224
        ]
      }
    ],
    "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."
    }
  }
}