{
  "ticker": {
    "uuid": "3d903f8b-d8d2-412f-8a7c-f1f3b3f05582",
    "symbol": "MATCH",
    "name": "Matching Maximize Solution 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": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "mixed",
    "architecture_direction": -30.24,
    "architecture_energy": 32.609,
    "architecture_maturity": 8.664,
    "architecture_confidence": 65.967,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 38.53,
        "rotation_up": 24.28,
        "upward_expansion": 13.69,
        "deceleration": 47.82,
        "rotation_down": 52.36,
        "downward_expansion": 55.36
      },
      "activity_lines": [
        0.854667,
        0.866,
        0.879857,
        0.892796
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 0.84,
    "trend_reference": 0.892,
    "distance_from_trend": -0.058296,
    "trend_direction": "Weakening",
    "fair_value": 1.224231,
    "distance_from_fair_value": -0.313855,
    "fair_value_direction": "Weakening",
    "relative_strength": -25.955238,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.076923,
    "excess_performance": -0.115402,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.058296,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.017982,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.313855,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.036869,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.259552,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.00547,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.076923,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.473323,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 146100,
      "relative_activity": 2.966497,
      "balance": 0.473323,
      "dry_up": 2.769036,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.088828,
      "annualized_volatility": 0.466221,
      "from_high_reference": -0.348837,
      "from_low_reference": 0.527273
    },
    "levels": {
      "trend_reference": 0.892,
      "fair_value_reference": 1.224231,
      "structural_low": 0.77,
      "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": 23,
        "median_return": 0.013889,
        "positive_rate": 0.565217,
        "directional_follow_through": 0.391304,
        "median_excess_return": 0.005676,
        "regime_survival": 0.695652,
        "best_return": 0.141026,
        "worst_return": -0.211111,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": -0.017933,
        "positive_rate": 0.3,
        "directional_follow_through": 0.7,
        "median_excess_return": -0.024764,
        "regime_survival": 0.4,
        "best_return": 0.068966,
        "worst_return": -0.165138,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.143005,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.081631,
        "regime_survival": 0.5,
        "best_return": 0.126126,
        "worst_return": -0.229167,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.191667,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.071744,
        "regime_survival": 0.666667,
        "best_return": -0.007092,
        "worst_return": -0.265625,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-02-02",
        "end": "2024-06-14",
        "tenure": "Established",
        "return": -0.058824,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-21",
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        "tenure": "New",
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      },
      {
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      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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      },
      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-07-18",
        "tenure": "Developing",
        "return": -0.064516,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-09-19",
        "tenure": "Developing",
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        "regime": "balance",
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        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-10-24",
        "end": "2025-11-07",
        "tenure": "New",
        "return": -0.053097,
        "active": false
      },
      {
        "regime": "downward_expansion",
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      {
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      {
        "regime": "downward_expansion",
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        "return": -0.023256,
        "active": true
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        "direction": -12.605731,
        "energy": 8.542556,
        "activity_lines": [
          0.933333,
          0.941636,
          0.917762,
          0.91572
        ]
      },
      {
        "date": "2026-05-08",
        "close": 0.93,
        "volume": 22700,
        "typical_volume": 77270.0,
        "trend": 0.937333,
        "fair_value": 1.286282,
        "relative_strength": -25.408211,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 1.824396,
        "energy": 4.397142,
        "activity_lines": [
          0.931333,
          0.938727,
          0.922476,
          0.914731
        ]
      },
      {
        "date": "2026-05-15",
        "close": 0.89,
        "volume": 26100,
        "typical_volume": 77015.0,
        "trend": 0.928667,
        "fair_value": 1.281218,
        "relative_strength": -28.839203,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -6.639568,
        "energy": 6.848605,
        "activity_lines": [
          0.918,
          0.929636,
          0.922714,
          0.911677
        ]
      },
      {
        "date": "2026-05-22",
        "close": 0.83,
        "volume": 7500,
        "typical_volume": 77305.0,
        "trend": 0.918667,
        "fair_value": 1.275769,
        "relative_strength": -33.840495,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -48.521109,
        "energy": 28.422192,
        "activity_lines": [
          0.887333,
          0.909636,
          0.916905,
          0.905312
        ]
      },
      {
        "date": "2026-05-29",
        "close": 0.84,
        "volume": 96700,
        "typical_volume": 79455.0,
        "trend": 0.908333,
        "fair_value": 1.270385,
        "relative_strength": -33.458429,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -31.414644,
        "energy": 38.951796,
        "activity_lines": [
          0.866667,
          0.893455,
          0.912,
          0.900237
        ]
      },
      {
        "date": "2026-06-05",
        "close": 0.97,
        "volume": 123200,
        "typical_volume": 85190.0,
        "trend": 0.905,
        "fair_value": 1.265641,
        "relative_strength": -22.971116,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -3.088143,
        "energy": 14.005844,
        "activity_lines": [
          0.894,
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          0.918857,
          0.904215
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      },
      {
        "date": "2026-06-12",
        "close": 0.89,
        "volume": 28800,
        "typical_volume": 85465.0,
        "trend": 0.898333,
        "fair_value": 1.260769,
        "relative_strength": -28.820858,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -11.084861,
        "energy": 17.898079,
        "activity_lines": [
          0.893333,
          0.899455,
          0.917,
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      },
      {
        "date": "2026-06-19",
        "close": 0.88,
        "volume": 3900,
        "typical_volume": 82815.0,
        "trend": 0.892333,
        "fair_value": 1.25609,
        "relative_strength": -27.646452,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -13.732684,
        "energy": 9.209581,
        "activity_lines": [
          0.892,
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          0.913429,
          0.902065
        ]
      },
      {
        "date": "2026-06-26",
        "close": 0.88,
        "volume": 13400,
        "typical_volume": 83170.0,
        "trend": 0.886333,
        "fair_value": 1.25141,
        "relative_strength": -25.074327,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 15.381646,
        "energy": 9.996669,
        "activity_lines": [
          0.891333,
          0.890545,
          0.909476,
          0.901269
        ]
      },
      {
        "date": "2026-07-03",
        "close": 0.87,
        "volume": 1500,
        "typical_volume": 81940.0,
        "trend": 0.883,
        "fair_value": 1.246795,
        "relative_strength": -28.081039,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 1.368481,
        "energy": 7.854875,
        "activity_lines": [
          0.884,
          0.885636,
          0.904095,
          0.900215
        ]
      },
      {
        "date": "2026-07-10",
        "close": 0.89,
        "volume": 47700,
        "typical_volume": 39935.0,
        "trend": 0.882667,
        "fair_value": 1.242692,
        "relative_strength": -25.835231,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -10.684758,
        "energy": 11.003986,
        "activity_lines": [
          0.881333,
          0.885091,
          0.90081,
          0.900667
        ]
      },
      {
        "date": "2026-07-17",
        "close": 0.87,
        "volume": 247600,
        "typical_volume": 35735.0,
        "trend": 0.885333,
        "fair_value": 1.238462,
        "relative_strength": -27.463841,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -24.445459,
        "energy": 15.74014,
        "activity_lines": [
          0.877333,
          0.882,
          0.896381,
          0.899849
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.85,
        "volume": 136400,
        "typical_volume": 42410.0,
        "trend": 0.886333,
        "fair_value": 1.233974,
        "relative_strength": -28.325452,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -29.656161,
        "energy": 25.570627,
        "activity_lines": [
          0.868,
          0.876364,
          0.890619,
          0.89757
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.86,
        "volume": 15400,
        "typical_volume": 42115.0,
        "trend": 0.887667,
        "fair_value": 1.229167,
        "relative_strength": -25.679212,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "mixed",
        "direction": -24.924685,
        "energy": 24.60721,
        "activity_lines": [
          0.864,
          0.873273,
          0.886,
          0.895871
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.84,
        "volume": 146100,
        "typical_volume": 49250.0,
        "trend": 0.892,
        "fair_value": 1.224231,
        "relative_strength": -25.955238,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "mixed",
        "direction": -30.240429,
        "energy": 32.608619,
        "activity_lines": [
          0.854667,
          0.866,
          0.879857,
          0.892796
        ]
      }
    ],
    "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."
    }
  }
}