{
  "ticker": {
    "uuid": "e13fbf1a-b870-4975-a567-acb7c93cf38d",
    "symbol": "ALT",
    "name": "ALT Telecom 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": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 47.909,
    "architecture_energy": 39.077,
    "architecture_maturity": 100.0,
    "architecture_confidence": 64.538,
    "architecture_tenure": "Established",
    "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": 22.37,
        "rotation_up": 40.9,
        "upward_expansion": 67.8,
        "deceleration": 65.42,
        "rotation_down": 26.71,
        "downward_expansion": 17.8
      },
      "activity_lines": [
        1.728667,
        1.741273,
        1.622619,
        1.505484
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 1.68,
    "trend_reference": 1.365333,
    "distance_from_trend": 0.230469,
    "trend_direction": "Improving",
    "fair_value": 1.281282,
    "distance_from_fair_value": 0.311187,
    "fair_value_direction": "Improving",
    "relative_strength": 17.086937,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.541284,
    "excess_performance": 0.348959,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.230469,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.207903,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.311187,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.344815,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.170869,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.151741,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.541284,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.88198,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 34983400,
      "relative_activity": 1.790131,
      "balance": 1.88198,
      "dry_up": 1.127811,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.104853,
      "annualized_volatility": 0.524685,
      "from_high_reference": -0.142857,
      "from_low_reference": 0.846154
    },
    "levels": {
      "trend_reference": 1.365333,
      "fair_value_reference": 1.281282,
      "structural_low": 0.91,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 9,
        "median_return": -0.03937,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.019249,
        "regime_survival": 0.777778,
        "best_return": 0.428571,
        "worst_return": -0.138462,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": 0.087912,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.053093,
        "regime_survival": 0.333333,
        "best_return": 0.360294,
        "worst_return": -0.062992,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.028035,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.004961,
        "regime_survival": 0.0,
        "best_return": 0.197802,
        "worst_return": -0.141732,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.314809,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.192384,
        "regime_survival": 0.5,
        "best_return": 0.846154,
        "worst_return": -0.216535,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2022-08-26",
        "tenure": "New",
        "return": 0.031746,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "tenure": "Developing",
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      },
      {
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      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2023-09-08",
        "tenure": "Extended",
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      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-10-27",
        "end": "2025-05-23",
        "tenure": "Extended",
        "return": -0.49711,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "end": "2025-10-10",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-11-14",
        "tenure": "Developing",
        "return": -0.095238,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-12-12",
        "tenure": "New",
        "return": 0.172043,
        "active": false
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      {
        "regime": "balance",
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        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "return": -0.186441,
        "active": false
      },
      {
        "regime": "balance",
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      {
        "regime": "upward_expansion",
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        "active": true
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      },
      {
        "date": "2026-07-24",
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      },
      {
        "date": "2026-07-31",
        "close": 1.71,
        "volume": 6586100,
        "typical_volume": 19612705.0,
        "trend": 1.344,
        "fair_value": 1.282564,
        "relative_strength": 19.196165,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 62.865329,
        "energy": 54.698662,
        "activity_lines": [
          1.762,
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          1.602429,
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        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.68,
        "volume": 34983400,
        "typical_volume": 19542370.0,
        "trend": 1.365333,
        "fair_value": 1.281282,
        "relative_strength": 17.086937,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 47.908817,
        "energy": 39.077264,
        "activity_lines": [
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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."
    }
  }
}