{
  "ticker": {
    "uuid": "95fcc0c3-f3e3-4197-a35c-cd5d7d6abc9d",
    "symbol": "BAM",
    "name": "Bangkok Commercial Asset Management 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": "4c",
    "phase_label": "Stage 4C \u00b7 Repair watch",
    "transition": "stage_4_to_1_watch",
    "transition_label": "Stage 4 \u2192 1 repair watch",
    "confidence": 69.561,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 17.228,
    "architecture_energy": 24.143,
    "architecture_maturity": 10.611,
    "architecture_confidence": 44.062,
    "architecture_tenure": "Developing",
    "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": 48.95,
        "rotation_up": 54.41,
        "upward_expansion": 44.09,
        "deceleration": 26.82,
        "rotation_down": 18.04,
        "downward_expansion": 16.76
      },
      "activity_lines": [
        6.853333,
        6.805455,
        6.720267,
        6.721511
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.666667
    },
    "latest_close": 6.85,
    "trend_reference": 6.798108,
    "distance_from_trend": 0.007633,
    "trend_direction": "Weakening",
    "fair_value": 6.948042,
    "distance_from_fair_value": -0.014111,
    "fair_value_direction": "Improving",
    "relative_strength": -15.683937,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.045925,
    "excess_performance": -0.23825,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.007633,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.018046,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.014111,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.049623,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.156839,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.0164,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.045925,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.544746,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 41417300,
      "relative_activity": 0.849272,
      "balance": 0.544746,
      "dry_up": 1.418942,
      "accumulation_observations": 1,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.036496,
      "annualized_volatility": 0.209236,
      "from_high_reference": -0.14577,
      "from_low_reference": 0.121584
    },
    "levels": {
      "trend_reference": 6.798108,
      "fair_value_reference": 6.948042,
      "structural_low": 6.200675,
      "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": 16,
        "median_return": -0.007576,
        "positive_rate": 0.375,
        "directional_follow_through": 0.375,
        "median_excess_return": -0.025941,
        "regime_survival": 0.5625,
        "best_return": 0.104478,
        "worst_return": -0.130631,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.105772,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.121168,
        "regime_survival": 0.125,
        "best_return": 0.10582,
        "worst_return": -0.256757,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.126288,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.080386,
        "regime_survival": 0.0,
        "best_return": 0.333333,
        "worst_return": -0.310789,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.068196,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.07784,
        "regime_survival": 0.5,
        "best_return": 0.121951,
        "worst_return": -0.340961,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-07-26",
        "end": "2024-08-30",
        "tenure": "Developing",
        "return": 0.110294,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "end": "2024-10-25",
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        "return": 0.011236,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-01",
        "end": "2024-11-22",
        "tenure": "New",
        "return": -0.130435,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "tenure": "New",
        "return": -0.022222,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-12-20",
        "end": "2025-03-14",
        "tenure": "Established",
        "return": 0.05042,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-06-13",
        "tenure": "Established",
        "return": 0.089431,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-09-26",
        "tenure": "Established",
        "return": 0.232558,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-10-31",
        "tenure": "Developing",
        "return": -0.123377,
        "active": false
      },
      {
        "regime": "rotation_down",
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        "active": false
      },
      {
        "regime": "balance",
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        "active": false
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      {
        "regime": "rotation_up",
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        "return": -0.03125,
        "active": false
      },
      {
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      {
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      {
        "regime": "balance",
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        "active": true
      }
    ],
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        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "energy": 16.866934,
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      },
      {
        "date": "2026-07-24",
        "close": 6.8,
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        "typical_volume": 50554590.0,
        "trend": 6.837072,
        "fair_value": 6.975282,
        "relative_strength": -19.077266,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -3.165609,
        "energy": 20.097755,
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      },
      {
        "date": "2026-07-31",
        "close": 6.9,
        "volume": 83020400,
        "typical_volume": 50917855.0,
        "trend": 6.818423,
        "fair_value": 6.961278,
        "relative_strength": -16.272452,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 21.17841,
        "energy": 32.723383,
        "activity_lines": [
          6.856667,
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      },
      {
        "date": "2026-08-07",
        "close": 6.85,
        "volume": 41417300,
        "typical_volume": 48768015.0,
        "trend": 6.798108,
        "fair_value": 6.948042,
        "relative_strength": -15.683937,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 17.227707,
        "energy": 24.143267,
        "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."
    }
  }
}