{
  "ticker": {
    "uuid": "9ff4658d-b8f7-4130-a6a3-86e65dec02d6",
    "symbol": "BSY",
    "name": "Bentley Systems\u00a0Inc",
    "exchange": "NASDAQ",
    "country": "US",
    "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": "QQQ",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 65.285,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": 1.313,
    "architecture_energy": 14.208,
    "architecture_maturity": 15.251,
    "architecture_confidence": 66.881,
    "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": 60.79,
        "rotation_up": 38.38,
        "upward_expansion": 32.58,
        "deceleration": 43.59,
        "rotation_down": 17.72,
        "downward_expansion": 43.24
      },
      "activity_lines": [
        33.890667,
        32.770364,
        32.519504,
        33.090829
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.166667
    },
    "latest_close": 35.21,
    "trend_reference": 33.976732,
    "distance_from_trend": 0.036297,
    "trend_direction": "Weakening",
    "fair_value": 45.757027,
    "distance_from_fair_value": -0.230501,
    "fair_value_direction": "Improving",
    "relative_strength": -23.290873,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.065597,
    "excess_performance": -0.121856,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.036297,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.08165,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.230501,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.077744,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.232909,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.164287,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.065597,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.922905,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 15574612,
      "relative_activity": 1.142669,
      "balance": 0.922905,
      "dry_up": 1.041682,
      "accumulation_observations": 3,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.088165,
      "annualized_volatility": 0.39884,
      "from_high_reference": -0.381587,
      "from_low_reference": 0.25406
    },
    "levels": {
      "trend_reference": 33.976732,
      "fair_value_reference": 45.757027,
      "structural_low": 28.0768,
      "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": -0.021821,
        "positive_rate": 0.3125,
        "directional_follow_through": 0.3125,
        "median_excess_return": -0.033535,
        "regime_survival": 0.5,
        "best_return": 0.168596,
        "worst_return": -0.21526,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": -0.012353,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.285714,
        "median_excess_return": -0.027349,
        "regime_survival": 0.142857,
        "best_return": 0.063123,
        "worst_return": -0.121711,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.018406,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.094234,
        "regime_survival": 0.0,
        "best_return": 0.197541,
        "worst_return": -0.180653,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.021836,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.165763,
        "regime_survival": 0.0,
        "best_return": 0.023856,
        "worst_return": -0.067529,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-11-24",
        "end": "2024-05-10",
        "tenure": "Established",
        "return": 0.063888,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-17",
        "end": "2024-06-07",
        "tenure": "New",
        "return": -0.098805,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-06-21",
        "tenure": "New",
        "return": 0.027496,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-07-19",
        "tenure": "New",
        "return": -0.018031,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-07-26",
        "end": "2024-08-02",
        "tenure": "New",
        "return": -0.051525,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-09",
        "end": "2024-09-20",
        "tenure": "Developing",
        "return": 0.036584,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-11-15",
        "tenure": "Developing",
        "return": -0.083596,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-22",
        "end": "2025-05-16",
        "tenure": "Established",
        "return": -0.008283,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-06-27",
        "tenure": "Developing",
        "return": 0.111711,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-08-22",
        "tenure": "Developing",
        "return": -0.012558,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-11-07",
        "tenure": "Developing",
        "return": -0.159528,
        "active": false
      },
      {
        "regime": "rotation_down",
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        "end": "2025-11-21",
        "tenure": "New",
        "return": -0.04656,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-28",
        "end": "2026-07-31",
        "tenure": "Extended",
        "return": -0.150729,
        "active": false
      },
      {
        "regime": "balance",
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        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
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      },
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      },
      {
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 13587861.15,
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        "fair_value": 46.059305,
        "relative_strength": -29.974375,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -39.779833,
        "energy": 23.40593,
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          31.636,
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          33.140894
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      },
      {
        "date": "2026-07-24",
        "close": 31.4,
        "volume": 11188393,
        "typical_volume": 13270327.4,
        "trend": 34.221036,
        "fair_value": 45.924606,
        "relative_strength": -29.742555,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -37.493758,
        "energy": 18.328794,
        "activity_lines": [
          31.726,
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      },
      {
        "date": "2026-07-31",
        "close": 35.44,
        "volume": 17134573,
        "typical_volume": 13523202.7,
        "trend": 34.13559,
        "fair_value": 45.826078,
        "relative_strength": -19.927286,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -9.037097,
        "energy": 10.890631,
        "activity_lines": [
          33.028,
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          32.292586,
          33.021513
        ]
      },
      {
        "date": "2026-08-07",
        "close": 35.21,
        "volume": 15574612,
        "typical_volume": 13630027.05,
        "trend": 33.976732,
        "fair_value": 45.757027,
        "relative_strength": -23.290873,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 1.313434,
        "energy": 14.20754,
        "activity_lines": [
          33.890667,
          32.770364,
          32.519504,
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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."
    }
  }
}