{
  "ticker": {
    "uuid": "765e7a5b-0957-4f02-8a60-e2abb92fb468",
    "symbol": "BOKF",
    "name": "BOK Financial Corporation",
    "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": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 70.724,
    "architecture_energy": 65.583,
    "architecture_maturity": 18.902,
    "architecture_confidence": 78.335,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 5.69,
        "rotation_up": 73.69,
        "upward_expansion": 90.82,
        "deceleration": 42.38,
        "rotation_down": 13.23,
        "downward_expansion": 12.82
      },
      "activity_lines": [
        142.144667,
        140.199091,
        136.604113,
        134.517841
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 143.8,
    "trend_reference": 132.379306,
    "distance_from_trend": 0.086273,
    "trend_direction": "Improving",
    "fair_value": 101.743071,
    "distance_from_fair_value": 0.413364,
    "fair_value_direction": "Improving",
    "relative_strength": 2.286718,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.063159,
    "excess_performance": -0.124294,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.086273,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.06291,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.413364,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.055762,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.022867,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.053713,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.063159,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.567162,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1073795,
      "relative_activity": 0.762213,
      "balance": 1.567162,
      "dry_up": 0.969117,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.042786,
      "annualized_volatility": 0.204925,
      "from_high_reference": -0.016517,
      "from_low_reference": 0.462268
    },
    "levels": {
      "trend_reference": 132.379306,
      "fair_value_reference": 101.743071,
      "structural_low": 119.93472,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 27,
        "median_return": 0.011256,
        "positive_rate": 0.592593,
        "directional_follow_through": 0.592593,
        "median_excess_return": 0.008853,
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        "worst_return": -0.099526,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
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        "worst_return": -0.178293,
        "sufficient": true
      },
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        "horizon": "Extended",
        "sample_count": 5,
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        "worst_return": -0.171956,
        "sufficient": true
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        "horizon": "Full cycle",
        "sample_count": 3,
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        "worst_return": -0.39129,
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      {
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        "regime": "rotation_down",
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      },
      {
        "date": "2026-04-17",
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        "modifier": "Re-acceleration watch",
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      },
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      },
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "stage": 3,
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      },
      {
        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-26",
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        "stage": 3,
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      },
      {
        "date": "2026-07-03",
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        "fair_value": 99.865923,
        "relative_strength": 1.613389,
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        "modifier": "Re-accelerating",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 1510318.55,
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        "fair_value": 100.237705,
        "relative_strength": -0.7068,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 62.669668,
        "energy": 63.799661,
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      },
      {
        "date": "2026-07-17",
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        "volume": 1205644,
        "typical_volume": 1483035.95,
        "trend": 130.14011,
        "fair_value": 100.601361,
        "relative_strength": 5.313434,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 69.995877,
        "energy": 71.888118,
        "activity_lines": [
          139.157333,
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          133.730576,
          132.277764
        ]
      },
      {
        "date": "2026-07-24",
        "close": 142.28,
        "volume": 1875988,
        "typical_volume": 1481898.7,
        "trend": 130.858501,
        "fair_value": 100.980121,
        "relative_strength": 7.540485,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.982155,
        "energy": 71.29105,
        "activity_lines": [
          140.674,
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          134.753545,
          133.060983
        ]
      },
      {
        "date": "2026-07-31",
        "close": 141.29,
        "volume": 1305683,
        "typical_volume": 1461010.95,
        "trend": 131.650194,
        "fair_value": 101.340926,
        "relative_strength": 5.888111,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.374865,
        "energy": 63.605989,
        "activity_lines": [
          141.064,
          138.855273,
          135.599703,
          133.733983
        ]
      },
      {
        "date": "2026-08-07",
        "close": 143.8,
        "volume": 1073795,
        "typical_volume": 1408785.45,
        "trend": 132.379306,
        "fair_value": 101.743071,
        "relative_strength": 2.286718,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 70.724379,
        "energy": 65.582945,
        "activity_lines": [
          142.144667,
          140.199091,
          136.604113,
          134.517841
        ]
      }
    ],
    "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."
    }
  }
}