{
  "ticker": {
    "uuid": "3db4e7e6-8e73-4875-969e-3885ad014e9f",
    "symbol": "FNS",
    "name": "FNS Holdings 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": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "down",
    "architecture_direction": -28.421,
    "architecture_energy": 16.497,
    "architecture_maturity": 38.005,
    "architecture_confidence": 62.895,
    "architecture_tenure": "New",
    "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": 52.24,
        "rotation_up": 25.87,
        "upward_expansion": 22.05,
        "deceleration": 40.98,
        "rotation_down": 31.01,
        "downward_expansion": 53.72
      },
      "activity_lines": [
        0.586,
        0.587091,
        0.557857,
        0.569097
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.166667
    },
    "latest_close": 0.53,
    "trend_reference": 0.608,
    "distance_from_trend": -0.128289,
    "trend_direction": "Weakening",
    "fair_value": 1.910321,
    "distance_from_fair_value": -0.72256,
    "fair_value_direction": "Improving",
    "relative_strength": -38.906139,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.231884,
    "excess_performance": -0.424209,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.128289,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.137181,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.72256,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.034668,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.389061,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.088331,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.231884,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.633519,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 273800,
      "relative_activity": 0.872586,
      "balance": 0.633519,
      "dry_up": 1.448626,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.12627,
      "annualized_volatility": 0.887104,
      "from_high_reference": -0.554622,
      "from_low_reference": 0.261905
    },
    "levels": {
      "trend_reference": 0.608,
      "fair_value_reference": 1.910321,
      "structural_low": 0.42,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 14,
        "median_return": -0.025179,
        "positive_rate": 0.214286,
        "directional_follow_through": 0.214286,
        "median_excess_return": -0.004228,
        "regime_survival": 0.642857,
        "best_return": 0.08,
        "worst_return": -0.104167,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": -0.040698,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": -0.029565,
        "regime_survival": 0.285714,
        "best_return": 0.15,
        "worst_return": -0.168317,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.027426,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.166667,
        "median_excess_return": 0.015647,
        "regime_survival": 0.5,
        "best_return": 0.024242,
        "worst_return": -0.485149,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.092031,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.095755,
        "regime_survival": 0.333333,
        "best_return": -0.021312,
        "worst_return": -0.212121,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-03-17",
        "end": "2023-09-29",
        "tenure": "Extended",
        "return": -0.040825,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-10-06",
        "end": "2023-12-01",
        "tenure": "Developing",
        "return": 0.049383,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2023-12-08",
        "end": "2023-12-29",
        "tenure": "New",
        "return": 0.203593,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-01-05",
        "end": "2024-03-01",
        "tenure": "Developing",
        "return": -0.09901,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-03-08",
        "end": "2024-03-22",
        "tenure": "New",
        "return": -0.034286,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-03-29",
        "end": "2024-05-17",
        "tenure": "Developing",
        "return": -0.071006,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-05-24",
        "end": "2025-09-26",
        "tenure": "Extended",
        "return": -0.665584,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-03",
        "end": "2025-11-28",
        "tenure": "Developing",
        "return": -0.148515,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-05",
        "end": "2026-02-13",
        "tenure": "Developing",
        "return": -0.186047,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-02-20",
        "end": "2026-02-27",
        "tenure": "New",
        "return": -0.03125,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-06",
        "end": "2026-07-03",
        "tenure": "Established",
        "return": -0.065574,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-10",
        "end": "2026-07-17",
        "tenure": "New",
        "return": -0.071429,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-07-24",
        "end": "2026-07-31",
        "tenure": "New",
        "return": -0.080645,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 3.24,
        "volume": 278200,
        "typical_volume": 842445.0,
        "trend": 3.346085,
        "fair_value": 3.336454,
        "relative_strength": 2.249803,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
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        "energy": 29.611227,
        "activity_lines": [
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      },
      {
        "date": "2023-08-25",
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      },
      {
        "date": "2023-09-01",
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      },
      {
        "date": "2023-09-08",
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        "gate": "mixed",
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      },
      {
        "date": "2023-09-15",
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        "typical_volume": 839980.0,
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      },
      {
        "date": "2023-09-22",
        "close": 3.2,
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        "trend": 3.326178,
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      },
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      },
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        "relative_strength": 28.340634,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "activity_lines": [
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        "date": "2024-01-12",
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        "typical_volume": 949280.0,
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        "relative_strength": 25.523597,
        "stage": 2,
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        "date": "2024-01-19",
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        "typical_volume": 937335.0,
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 951835.0,
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      },
      {
        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 970795.0,
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 998175.0,
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 983835.0,
        "trend": 0.677,
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        "relative_strength": -47.066723,
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      },
      {
        "date": "2026-06-19",
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        "energy": 38.732219,
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      },
      {
        "date": "2026-06-26",
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        "volume": 1000,
        "typical_volume": 931935.0,
        "trend": 0.656,
        "fair_value": 2.014038,
        "relative_strength": -40.980352,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -41.561262,
        "energy": 35.634155,
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          0.526667,
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          0.581075
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      },
      {
        "date": "2026-07-03",
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        "volume": 23000,
        "typical_volume": 899165.0,
        "trend": 0.646333,
        "fair_value": 1.996282,
        "relative_strength": -38.232986,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -33.019302,
        "energy": 26.245591,
        "activity_lines": [
          0.543333,
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      },
      {
        "date": "2026-07-10",
        "close": 0.7,
        "volume": 608000,
        "typical_volume": 429025.0,
        "trend": 0.641333,
        "fair_value": 1.98,
        "relative_strength": -23.698339,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "down",
        "direction": 26.489351,
        "energy": 37.446385,
        "activity_lines": [
          0.598667,
          0.559273,
          0.540952,
          0.578989
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      },
      {
        "date": "2026-07-17",
        "close": 0.65,
        "volume": 654000,
        "typical_volume": 361245.0,
        "trend": 0.635,
        "fair_value": 1.963013,
        "relative_strength": -29.122791,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "down",
        "direction": 14.572681,
        "energy": 36.265295,
        "activity_lines": [
          0.624667,
          0.58,
          0.549619,
          0.579548
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.62,
        "volume": 649800,
        "typical_volume": 336375.0,
        "trend": 0.628,
        "fair_value": 1.945705,
        "relative_strength": -31.755336,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 22.783305,
        "energy": 39.120489,
        "activity_lines": [
          0.631333,
          0.592909,
          0.556762,
          0.578581
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.57,
        "volume": 240600,
        "typical_volume": 319700.0,
        "trend": 0.619,
        "fair_value": 1.928205,
        "relative_strength": -35.663648,
        "stage": 4,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "down",
        "direction": 2.680976,
        "energy": 27.013903,
        "activity_lines": [
          0.616667,
          0.594545,
          0.559095,
          0.574839
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.53,
        "volume": 273800,
        "typical_volume": 313780.0,
        "trend": 0.608,
        "fair_value": 1.910321,
        "relative_strength": -38.906139,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -28.420679,
        "energy": 16.496557,
        "activity_lines": [
          0.586,
          0.587091,
          0.557857,
          0.569097
        ]
      }
    ],
    "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."
    }
  }
}