{
  "ticker": {
    "uuid": "9841bbf5-8fd7-44f7-8e03-1c6e8bad7c88",
    "symbol": "AI",
    "name": "Asian Insulators 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": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 78.466,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 16.067,
    "architecture_energy": 16.59,
    "architecture_maturity": 51.561,
    "architecture_confidence": 44.57,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 55.64,
        "rotation_up": 51.31,
        "upward_expansion": 38.55,
        "deceleration": 37.02,
        "rotation_down": 19.91,
        "downward_expansion": 15.89
      },
      "activity_lines": [
        2.921333,
        2.908,
        2.901619,
        2.907056
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.333333
    },
    "latest_close": 2.94,
    "trend_reference": 2.914,
    "distance_from_trend": 0.008922,
    "trend_direction": "Weakening",
    "fair_value": 3.259237,
    "distance_from_fair_value": -0.097948,
    "fair_value_direction": "Improving",
    "relative_strength": -14.929909,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.013333,
    "excess_performance": -0.178992,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.008922,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.002314,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.097948,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.040606,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.149299,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.030822,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.013333,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.861082,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 594200,
      "relative_activity": 0.987314,
      "balance": 0.861082,
      "dry_up": 1.30397,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.023548,
      "annualized_volatility": 0.088015,
      "from_high_reference": -0.107576,
      "from_low_reference": 0.05
    },
    "levels": {
      "trend_reference": 2.914,
      "fair_value_reference": 3.259237,
      "structural_low": 2.8,
      "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": 24,
        "median_return": -0.015161,
        "positive_rate": 0.291667,
        "directional_follow_through": 0.291667,
        "median_excess_return": -0.026084,
        "regime_survival": 0.708333,
        "best_return": 0.142857,
        "worst_return": -0.086207,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": -0.036393,
        "positive_rate": 0.1,
        "directional_follow_through": 0.1,
        "median_excess_return": -0.056019,
        "regime_survival": 0.4,
        "best_return": 0.03252,
        "worst_return": -0.162621,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.053467,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.1396,
        "regime_survival": 0.666667,
        "best_return": -0.028902,
        "worst_return": -0.224194,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.172297,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.136549,
        "regime_survival": 0.5,
        "best_return": -0.085924,
        "worst_return": -0.218132,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-09-27",
        "end": "2024-11-01",
        "tenure": "Developing",
        "return": -0.034483,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-08",
        "end": "2024-12-06",
        "tenure": "Developing",
        "return": -0.047368,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-13",
        "end": "2025-01-10",
        "tenure": "Developing",
        "return": -0.005618,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-17",
        "end": "2025-01-24",
        "tenure": "New",
        "return": -0.017045,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-31",
        "end": "2025-03-07",
        "tenure": "Developing",
        "return": 0.053824,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-14",
        "end": "2025-05-30",
        "tenure": "Developing",
        "return": -0.092486,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-06-06",
        "end": "2025-07-11",
        "tenure": "Developing",
        "return": 0.075472,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-18",
        "end": "2025-07-25",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-01",
        "end": "2025-08-08",
        "tenure": "New",
        "return": 0.011428,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-15",
        "end": "2025-09-05",
        "tenure": "New",
        "return": -0.045714,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-09-12",
        "end": "2025-10-31",
        "tenure": "Developing",
        "return": -0.017857,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-07",
        "end": "2025-11-21",
        "tenure": "New",
        "return": -0.0375,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-28",
        "end": "2026-02-27",
        "tenure": "Established",
        "return": 0.013158,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-06",
        "end": "2026-08-07",
        "tenure": "Established",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 4.007409,
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        "typical_volume": 640900.0,
        "trend": 4.55773,
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      },
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        "date": "2026-04-17",
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        "trend": 2.968528,
        "fair_value": 3.398477,
        "relative_strength": -18.467808,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -51.130959,
        "energy": 34.714784,
        "activity_lines": [
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      },
      {
        "date": "2026-04-24",
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        "energy": 40.002065,
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
        "close": 2.9,
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      },
      {
        "date": "2026-05-15",
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        "trend": 2.93466,
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        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 907850.0,
        "trend": 2.927043,
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        "modifier": "Balance after decline",
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        "direction": -57.662805,
        "energy": 27.888521,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "trend": 2.918263,
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        "relative_strength": -19.857772,
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        "modifier": "Balance after decline",
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        "energy": 16.626567,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 2.88,
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        "trend": 2.916929,
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        "relative_strength": -20.885907,
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      },
      {
        "date": "2026-06-19",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "modifier": "Balance after decline",
        "gate": "down",
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        "energy": 30.232317,
        "activity_lines": [
          2.885333,
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      },
      {
        "date": "2026-07-03",
        "close": 2.88,
        "volume": 331900,
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        "fair_value": 3.290548,
        "relative_strength": -19.837535,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
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        "energy": 36.332129,
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      },
      {
        "date": "2026-07-10",
        "close": 2.88,
        "volume": 871100,
        "typical_volume": 727330.0,
        "trend": 2.912776,
        "fair_value": 3.284055,
        "relative_strength": -19.59707,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -46.685175,
        "energy": 33.334582,
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          2.878667,
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          2.904062
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      },
      {
        "date": "2026-07-17",
        "close": 2.94,
        "volume": 753400,
        "typical_volume": 684910.0,
        "trend": 2.913421,
        "fair_value": 3.278052,
        "relative_strength": -18.14143,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -19.235407,
        "energy": 10.196542,
        "activity_lines": [
          2.898667,
          2.894182,
          2.896571,
          2.905818
        ]
      },
      {
        "date": "2026-07-24",
        "close": 2.92,
        "volume": 781600,
        "typical_volume": 684935.0,
        "trend": 2.914044,
        "fair_value": 3.272025,
        "relative_strength": -18.27265,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -11.47748,
        "energy": 8.728119,
        "activity_lines": [
          2.908,
          2.899273,
          2.898095,
          2.906243
        ]
      },
      {
        "date": "2026-07-31",
        "close": 2.9,
        "volume": 1009900,
        "typical_volume": 716910.0,
        "trend": 2.913355,
        "fair_value": 3.26566,
        "relative_strength": -17.25395,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -14.811087,
        "energy": 11.495999,
        "activity_lines": [
          2.909333,
          2.900364,
          2.89781,
          2.905337
        ]
      },
      {
        "date": "2026-08-07",
        "close": 2.94,
        "volume": 594200,
        "typical_volume": 601835.0,
        "trend": 2.914,
        "fair_value": 3.259237,
        "relative_strength": -14.929909,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 16.066572,
        "energy": 16.590061,
        "activity_lines": [
          2.921333,
          2.908,
          2.901619,
          2.907056
        ]
      }
    ],
    "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."
    }
  }
}