{
  "ticker": {
    "uuid": "71726b7c-6199-4945-91d5-07f30b612203",
    "symbol": "AIE",
    "name": "AI Energy 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": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "up",
    "architecture_direction": 76.327,
    "architecture_energy": 66.585,
    "architecture_maturity": 24.612,
    "architecture_confidence": 71.052,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The prior uptrend is attempting to re-accelerate.",
        "body": "Positive Trend survived a recompression and Fast Activity is strengthening again. Promotion requires renewed confirmation across the completed evidence set."
      },
      "scores": {
        "balance": 30.53,
        "rotation_up": 71.11,
        "upward_expansion": 83.02,
        "deceleration": 49.35,
        "rotation_down": 9.08,
        "downward_expansion": 12.02
      },
      "activity_lines": [
        1.217333,
        1.184364,
        1.172333,
        1.16215
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 1.28,
    "trend_reference": 1.130094,
    "distance_from_trend": 0.132649,
    "trend_direction": "Improving",
    "fair_value": 1.053875,
    "distance_from_fair_value": 0.214565,
    "fair_value_direction": "Improving",
    "relative_strength": 2.060124,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.291699,
    "excess_performance": 0.099374,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.132649,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.059817,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.214565,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.089352,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.020601,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.068951,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.291699,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.798971,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 20952000,
      "relative_activity": 1.942097,
      "balance": 1.798971,
      "dry_up": 0.90265,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.051683,
      "annualized_volatility": 0.368813,
      "from_high_reference": -0.065693,
      "from_low_reference": 0.422222
    },
    "levels": {
      "trend_reference": 1.130094,
      "fair_value_reference": 1.053875,
      "structural_low": 0.9,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 18,
        "median_return": -0.055804,
        "positive_rate": 0.277778,
        "directional_follow_through": 0.277778,
        "median_excess_return": -0.053942,
        "regime_survival": 0.666667,
        "best_return": 0.278488,
        "worst_return": -0.237114,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.090909,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.069316,
        "regime_survival": 0.25,
        "best_return": 0.515411,
        "worst_return": -0.278524,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.078126,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.128047,
        "regime_survival": 0.4,
        "best_return": 0.189855,
        "worst_return": -0.308542,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.233767,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
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        "best_return": 0.129863,
        "worst_return": -0.43265,
        "sufficient": false
      }
    ],
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2025-02-14",
        "tenure": "Developing",
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        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "tenure": "New",
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      {
        "regime": "upward_expansion",
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      {
        "regime": "deceleration",
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      {
        "regime": "deceleration",
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
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      },
      {
        "date": "2026-07-03",
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      },
      {
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        "relative_strength": -11.837195,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
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      },
      {
        "date": "2026-07-17",
        "close": 1.19,
        "volume": 9649000,
        "typical_volume": 14787815.0,
        "trend": 1.105903,
        "fair_value": 1.049555,
        "relative_strength": -7.684472,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 28.543047,
        "energy": 12.694007,
        "activity_lines": [
          1.147333,
          1.148,
          1.156524,
          1.14079
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      },
      {
        "date": "2026-07-24",
        "close": 1.21,
        "volume": 7045300,
        "typical_volume": 14845780.0,
        "trend": 1.113204,
        "fair_value": 1.050841,
        "relative_strength": -5.895326,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 47.896218,
        "energy": 28.099516,
        "activity_lines": [
          1.171333,
          1.158364,
          1.16119,
          1.147506
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      },
      {
        "date": "2026-07-31",
        "close": 1.18,
        "volume": 1306100,
        "typical_volume": 13577965.0,
        "trend": 1.119824,
        "fair_value": 1.052037,
        "relative_strength": -6.777115,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 46.430131,
        "energy": 33.604346,
        "activity_lines": [
          1.18,
          1.162182,
          1.162048,
          1.151816
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.28,
        "volume": 20952000,
        "typical_volume": 10788340.0,
        "trend": 1.130094,
        "fair_value": 1.053875,
        "relative_strength": 2.060124,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 76.326717,
        "energy": 66.585445,
        "activity_lines": [
          1.217333,
          1.184364,
          1.172333,
          1.16215
        ]
      }
    ],
    "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."
    }
  }
}