{
  "ticker": {
    "uuid": "c2d30adc-cd02-440d-9d71-d19c83eb2e04",
    "symbol": "BWMN",
    "name": "Bowman Consulting Group Ltd",
    "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": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -62.248,
    "architecture_energy": 67.0,
    "architecture_maturity": 19.594,
    "architecture_confidence": 86.815,
    "architecture_tenure": "Developing",
    "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": 17.72,
        "rotation_up": 10.98,
        "upward_expansion": 14.38,
        "deceleration": 38.72,
        "rotation_down": 69.59,
        "downward_expansion": 87.72
      },
      "activity_lines": [
        26.663667,
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        29.176881,
        29.775108
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 27.23,
    "trend_reference": 30.940333,
    "distance_from_trend": -0.119919,
    "trend_direction": "Weakening",
    "fair_value": 30.286635,
    "distance_from_fair_value": -0.100924,
    "fair_value_direction": "Weakening",
    "relative_strength": -30.737938,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.229267,
    "excess_performance": -0.416721,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.119919,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.058314,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.100924,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.242984,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.307379,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.154093,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.229267,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.640112,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 696419,
      "relative_activity": 1.095194,
      "balance": 0.640112,
      "dry_up": 1.224669,
      "accumulation_observations": 3,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.09195,
      "annualized_volatility": 0.353768,
      "from_high_reference": -0.405848,
      "from_low_reference": 0.086159
    },
    "levels": {
      "trend_reference": 30.940333,
      "fair_value_reference": 30.286635,
      "structural_low": 25.07,
      "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": -0.00609,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.027697,
        "regime_survival": 0.714286,
        "best_return": 0.269231,
        "worst_return": -0.170024,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.050776,
        "positive_rate": 0.6,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.067822,
        "regime_survival": 0.2,
        "best_return": 0.187634,
        "worst_return": -0.077014,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.12037,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.053448,
        "regime_survival": 0.0,
        "best_return": 0.749678,
        "worst_return": -0.000839,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.366234,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.0503,
        "regime_survival": 0.5,
        "best_return": 0.932839,
        "worst_return": -0.20037,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-12-13",
        "end": "2024-12-27",
        "tenure": "New",
        "return": -0.107804,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-02-28",
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        "tenure": "New",
        "return": -0.084541,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-14",
        "end": "2025-05-02",
        "tenure": "Developing",
        "return": -0.027909,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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      {
        "regime": "rotation_up",
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        "return": 0.161149,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-04",
        "end": "2025-11-07",
        "tenure": "Established",
        "return": 0.094149,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-12-05",
        "tenure": "New",
        "return": -0.034712,
        "active": false
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      {
        "regime": "rotation_down",
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        "return": -0.074565,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-01-16",
        "tenure": "New",
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        "active": false
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        "regime": "balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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        "regime": "balance",
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        "active": false
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      },
      {
        "date": "2026-05-01",
        "close": 32.76,
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        "typical_volume": 671353.5,
        "trend": 34.248667,
        "fair_value": 30.399391,
        "relative_strength": -15.898931,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -24.858019,
        "energy": 20.957921,
        "activity_lines": [
          31.864667,
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        ]
      },
      {
        "date": "2026-05-08",
        "close": 34.77,
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        "typical_volume": 660446.55,
        "trend": 34.011333,
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        "relative_strength": -15.328618,
        "stage": 4,
        "regime": "downward_expansion",
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        "gate": "down",
        "direction": -5.899927,
        "energy": 16.857254,
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        ]
      },
      {
        "date": "2026-05-15",
        "close": 31.16,
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        "typical_volume": 674772.4,
        "trend": 33.659,
        "fair_value": 30.467596,
        "relative_strength": -23.704128,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -25.157832,
        "energy": 18.936135,
        "activity_lines": [
          32.58,
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        ]
      },
      {
        "date": "2026-05-22",
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        "typical_volume": 684364.5,
        "trend": 33.248333,
        "fair_value": 30.493109,
        "relative_strength": -23.109488,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "direction": -12.883159,
        "energy": 12.371031,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-29",
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        "typical_volume": 675695.55,
        "trend": 32.856333,
        "fair_value": 30.51516,
        "relative_strength": -25.600106,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
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      },
      {
        "date": "2026-06-05",
        "close": 32.44,
        "volume": 465786,
        "typical_volume": 669887.25,
        "trend": 32.853,
        "fair_value": 30.528686,
        "relative_strength": -19.704945,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "direction": -21.300086,
        "energy": 12.12848,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 31.07,
        "volume": 485798,
        "typical_volume": 672624.75,
        "trend": 32.736333,
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        "relative_strength": -24.588363,
        "stage": 4,
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        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-06-19",
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        "stage": 4,
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        "energy": 22.470113,
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      },
      {
        "date": "2026-06-26",
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        "volume": 1185422,
        "typical_volume": 690628.35,
        "trend": 32.421333,
        "fair_value": 30.501058,
        "relative_strength": -25.406016,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -42.88912,
        "energy": 32.989113,
        "activity_lines": [
          30.662667,
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      },
      {
        "date": "2026-07-03",
        "close": 28.685,
        "volume": 594529,
        "typical_volume": 701329.85,
        "trend": 32.265167,
        "fair_value": 30.484231,
        "relative_strength": -28.771609,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -62.402102,
        "energy": 53.152761,
        "activity_lines": [
          29.881667,
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      },
      {
        "date": "2026-07-10",
        "close": 27.92,
        "volume": 444752,
        "typical_volume": 698849.2,
        "trend": 31.988833,
        "fair_value": 30.462244,
        "relative_strength": -31.516119,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.181827,
        "energy": 63.838321,
        "activity_lines": [
          29.035333,
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      },
      {
        "date": "2026-07-17",
        "close": 25.31,
        "volume": 801860,
        "typical_volume": 714654.0,
        "trend": 31.7155,
        "fair_value": 30.420449,
        "relative_strength": -34.779436,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -81.88783,
        "energy": 76.755908,
        "activity_lines": [
          27.620333,
          29.067273,
          30.154429,
          30.697763
        ]
      },
      {
        "date": "2026-07-24",
        "close": 25.955,
        "volume": 831916,
        "typical_volume": 711800.9,
        "trend": 31.427333,
        "fair_value": 30.370032,
        "relative_strength": -31.41568,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -72.611976,
        "energy": 76.088199,
        "activity_lines": [
          26.804333,
          28.332818,
          29.74731,
          30.326118
        ]
      },
      {
        "date": "2026-07-31",
        "close": 26.85,
        "volume": 784806,
        "typical_volume": 698064.85,
        "trend": 31.193333,
        "fair_value": 30.318429,
        "relative_strength": -28.899842,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.46658,
        "energy": 70.441815,
        "activity_lines": [
          26.568333,
          27.855727,
          29.441214,
          30.030806
        ]
      },
      {
        "date": "2026-08-07",
        "close": 27.23,
        "volume": 696419,
        "typical_volume": 635886.45,
        "trend": 30.940333,
        "fair_value": 30.286635,
        "relative_strength": -30.737938,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -62.248408,
        "energy": 66.999508,
        "activity_lines": [
          26.663667,
          27.536455,
          29.176881,
          29.775108
        ]
      }
    ],
    "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."
    }
  }
}