{
  "ticker": {
    "uuid": "3636a78f-cecb-48ef-bed1-4d9d113797c7",
    "symbol": "LIT",
    "name": "Lease IT 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": "2c",
    "phase_label": "Stage 2C \u00b7 Late 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": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 68.148,
    "architecture_energy": 61.509,
    "architecture_maturity": 41.484,
    "architecture_confidence": 84.788,
    "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": 3.12,
        "rotation_up": 72.12,
        "upward_expansion": 88.52,
        "deceleration": 57.54,
        "rotation_down": 16.33,
        "downward_expansion": 10.52
      },
      "activity_lines": [
        0.906667,
        0.876909,
        0.79481,
        0.75086
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 0.91,
    "trend_reference": 0.705667,
    "distance_from_trend": 0.289561,
    "trend_direction": "Improving",
    "fair_value": 0.849295,
    "distance_from_fair_value": 0.071477,
    "fair_value_direction": "Improving",
    "relative_strength": 10.591846,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.467742,
    "excess_performance": 0.275417,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.289561,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.09746,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.071477,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.397562,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.105918,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.334892,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.467742,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 4.848144,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 4369800,
      "relative_activity": 1.682414,
      "balance": 4.848144,
      "dry_up": 1.89055,
      "accumulation_observations": 5,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.088757,
      "annualized_volatility": 0.37634,
      "from_high_reference": -0.09901,
      "from_low_reference": 0.568966
    },
    "levels": {
      "trend_reference": 0.705667,
      "fair_value_reference": 0.849295,
      "structural_low": 0.58,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 7,
        "median_return": -0.02521,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.285714,
        "median_excess_return": -0.034069,
        "regime_survival": 0.571429,
        "best_return": 0.166667,
        "worst_return": -0.269231,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": -0.152778,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.22761,
        "regime_survival": 0.0,
        "best_return": -0.092437,
        "worst_return": -0.217949,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.152778,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.240841,
        "regime_survival": 0.0,
        "best_return": -0.134454,
        "worst_return": -0.362179,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.403846,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.418682,
        "regime_survival": 0.333333,
        "best_return": 0.305556,
        "worst_return": -0.613445,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-29",
        "end": "2025-05-23",
        "tenure": "Established",
        "return": -0.204819,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "regime": "upward_expansion",
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-11-07",
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        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-11-28",
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        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-01-02",
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        "active": false
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      },
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      },
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        "date": "2026-06-26",
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      },
      {
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      },
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        "date": "2026-07-10",
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        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "energy": 91.885967,
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      },
      {
        "date": "2026-07-17",
        "close": 0.88,
        "volume": 2249400,
        "typical_volume": 1879310.0,
        "trend": 0.681,
        "fair_value": 0.855128,
        "relative_strength": 5.229589,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 73.140644,
        "energy": 87.811414,
        "activity_lines": [
          0.867333,
          0.812364,
          0.735143,
          0.708022
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      },
      {
        "date": "2026-07-24",
        "close": 0.88,
        "volume": 5639000,
        "typical_volume": 2104790.0,
        "trend": 0.688,
        "fair_value": 0.852821,
        "relative_strength": 4.958451,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.854281,
        "energy": 81.799101,
        "activity_lines": [
          0.878667,
          0.833455,
          0.753333,
          0.72086
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      },
      {
        "date": "2026-07-31",
        "close": 0.94,
        "volume": 7383400,
        "typical_volume": 2445965.0,
        "trend": 0.697,
        "fair_value": 0.851154,
        "relative_strength": 13.434507,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 79.910791,
        "energy": 76.537395,
        "activity_lines": [
          0.900667,
          0.860545,
          0.77619,
          0.737118
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.91,
        "volume": 4369800,
        "typical_volume": 2597340.0,
        "trend": 0.705667,
        "fair_value": 0.849295,
        "relative_strength": 10.591846,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.1483,
        "energy": 61.508974,
        "activity_lines": [
          0.906667,
          0.876909,
          0.79481,
          0.75086
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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."
    }
  }
}