{
  "ticker": {
    "uuid": "cbd69807-8664-4f3b-a3d6-b9286e60d1e0",
    "symbol": "AKP",
    "name": "Akkhie Prakarn 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": 91.352,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 7.253,
    "architecture_energy": 10.552,
    "architecture_maturity": 42.99,
    "architecture_confidence": 82.481,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 59.45,
        "rotation_up": 17.22,
        "upward_expansion": 44.96,
        "deceleration": 84.87,
        "rotation_down": 36.32,
        "downward_expansion": 29.96
      },
      "activity_lines": [
        0.693333,
        0.699636,
        0.704645,
        0.694546
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 0.69,
    "trend_reference": 0.676334,
    "distance_from_trend": 0.020206,
    "trend_direction": "Improving",
    "fair_value": 0.714595,
    "distance_from_fair_value": -0.034418,
    "fair_value_direction": "Improving",
    "relative_strength": -6.001463,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.0962,
    "excess_performance": -0.096125,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.020206,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.076538,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.034418,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.018169,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.060015,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.095824,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.0962,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.205171,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2181500,
      "relative_activity": 0.544119,
      "balance": 1.205171,
      "dry_up": 0.646352,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.045708,
      "annualized_volatility": 0.244301,
      "from_high_reference": -0.103896,
      "from_low_reference": 0.360099
    },
    "levels": {
      "trend_reference": 0.676334,
      "fair_value_reference": 0.714595,
      "structural_low": 0.591868,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 13,
        "median_return": -0.014286,
        "positive_rate": 0.461538,
        "directional_follow_through": 0.461538,
        "median_excess_return": -0.027588,
        "regime_survival": 0.384615,
        "best_return": 0.199999,
        "worst_return": -0.191011,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.000712,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.029055,
        "regime_survival": 0.5,
        "best_return": 0.245714,
        "worst_return": -0.403508,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.337213,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.218781,
        "regime_survival": 0.2,
        "best_return": 0.382857,
        "worst_return": -0.408784,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.332078,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.240271,
        "regime_survival": 0.0,
        "best_return": 0.155193,
        "worst_return": -0.414281,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-20",
        "end": "2025-01-10",
        "tenure": "New",
        "return": -0.048386,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-17",
        "end": "2025-03-21",
        "tenure": "Developing",
        "return": 0.172415,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-28",
        "end": "2025-06-13",
        "tenure": "Developing",
        "return": -0.126378,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-06-20",
        "end": "2025-09-05",
        "tenure": "Developing",
        "return": 0.228071,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-09-12",
        "end": "2025-10-10",
        "tenure": "Developing",
        "return": -0.111111,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-17",
        "end": "2025-11-21",
        "tenure": "Developing",
        "return": -0.080646,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-11-28",
        "end": "2025-12-12",
        "tenure": "New",
        "return": -0.065574,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-12-19",
        "end": "2025-12-26",
        "tenure": "New",
        "return": 0.034482,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-01-02",
        "end": "2026-01-16",
        "tenure": "New",
        "return": 0.016667,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-23",
        "end": "2026-02-06",
        "tenure": "New",
        "return": 0.080644,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-13",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": -0.043478,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-04-03",
        "end": "2026-05-01",
        "tenure": "Developing",
        "return": 0.117647,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-08",
        "end": "2026-06-26",
        "tenure": "Developing",
        "return": -0.019608,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-03",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.014286,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 8965300.0,
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      },
      {
        "date": "2026-07-17",
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        "volume": 2722900,
        "typical_volume": 4450600.0,
        "trend": 0.663703,
        "fair_value": 0.721598,
        "relative_strength": -4.709732,
        "stage": 2,
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        "modifier": "Recompressing",
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        "direction": 30.724012,
        "energy": 19.372707,
        "activity_lines": [
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      },
      {
        "date": "2026-07-24",
        "close": 0.69,
        "volume": 4058200,
        "typical_volume": 4361305.0,
        "trend": 0.667913,
        "fair_value": 0.719245,
        "relative_strength": -7.637982,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 24.991191,
        "energy": 16.195077,
        "activity_lines": [
          0.699333,
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      },
      {
        "date": "2026-07-31",
        "close": 0.69,
        "volume": 1402900,
        "typical_volume": 4227125.0,
        "trend": 0.672124,
        "fair_value": 0.716891,
        "relative_strength": -6.566365,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 11.139011,
        "energy": 11.199552,
        "activity_lines": [
          0.696,
          0.703455,
          0.70502,
          0.693393
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.69,
        "volume": 2181500,
        "typical_volume": 4009230.0,
        "trend": 0.676334,
        "fair_value": 0.714595,
        "relative_strength": -6.001463,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 7.252582,
        "energy": 10.551509,
        "activity_lines": [
          0.693333,
          0.699636,
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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."
    }
  }
}