{
  "ticker": {
    "uuid": "44bc7548-6705-4586-ae9f-338ba8ca017c",
    "symbol": "VANQ",
    "name": "Vanquis Banking Group plc",
    "exchange": "LSE",
    "country": "GB",
    "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": "^FTSE",
    "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": "down",
    "architecture_direction": -83.376,
    "architecture_energy": 86.348,
    "architecture_maturity": 24.0,
    "architecture_confidence": 79.892,
    "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": 17.74,
        "rotation_up": 16.11,
        "upward_expansion": 26.0,
        "deceleration": 28.52,
        "rotation_down": 74.99,
        "downward_expansion": 87.67
      },
      "activity_lines": [
        95.166667,
        103.987273,
        107.984286,
        110.055699
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.166667
    },
    "latest_close": 81.5,
    "trend_reference": 112.946667,
    "distance_from_trend": -0.27842,
    "trend_direction": "Weakening",
    "fair_value": 89.430566,
    "distance_from_fair_value": -0.088678,
    "fair_value_direction": "Weakening",
    "relative_strength": -34.002643,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.316275,
    "excess_performance": -0.36751,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.27842,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.018879,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.088678,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.28335,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.340026,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.314302,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.316275,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.482403,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 8193801,
      "relative_activity": 2.531597,
      "balance": 0.482403,
      "dry_up": 2.618746,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.109733,
      "annualized_volatility": 0.649782,
      "from_high_reference": -0.382576,
      "from_low_reference": 0.057069
    },
    "levels": {
      "trend_reference": 112.946667,
      "fair_value_reference": 89.430566,
      "structural_low": 77.1,
      "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": 25,
        "median_return": 0.015571,
        "positive_rate": 0.64,
        "directional_follow_through": 0.36,
        "median_excess_return": -0.008405,
        "regime_survival": 0.84,
        "best_return": 0.265136,
        "worst_return": -0.401943,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.017564,
        "positive_rate": 0.625,
        "directional_follow_through": 0.375,
        "median_excess_return": -0.013137,
        "regime_survival": 0.5,
        "best_return": 0.422446,
        "worst_return": -0.361266,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.068102,
        "positive_rate": 0.6,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.002517,
        "regime_survival": 0.2,
        "best_return": 1.118537,
        "worst_return": -0.370061,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.080078,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.217474,
        "regime_survival": 0.333333,
        "best_return": 1.088025,
        "worst_return": -0.731424,
        "sufficient": false
      }
    ],
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-07-21",
        "end": "2023-12-22",
        "tenure": "Established",
        "return": -0.298602,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-12-29",
        "end": "2024-03-08",
        "tenure": "Developing",
        "return": -0.0387,
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      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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      },
      {
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      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-11-08",
        "end": "2024-11-15",
        "tenure": "New",
        "return": -0.021574,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2025-01-24",
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        "return": 0.237074,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-02-07",
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        "return": 0.16826,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-03-21",
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        "return": -0.028053,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-04-04",
        "tenure": "New",
        "return": -0.040541,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-10-31",
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        "active": false
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      {
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        "end": "2026-02-13",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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      },
      {
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      {
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        "active": true
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        "activity_lines": [
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      },
      {
        "date": "2026-04-17",
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        "trend": 116.373333,
        "fair_value": 97.733948,
        "relative_strength": -3.184804,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
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      },
      {
        "date": "2026-04-24",
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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        "relative_strength": -2.572476,
        "stage": 3,
        "regime": "balance",
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        "gate": "mixed",
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 3172272.75,
        "trend": 115.44,
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        "relative_strength": -6.161809,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -51.756734,
        "energy": 37.96196,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "volume": 3923933,
        "typical_volume": 3301867.1,
        "trend": 115.286667,
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        "relative_strength": -9.374949,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -54.76426,
        "energy": 41.543989,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
        "close": 109.0,
        "volume": 4446861,
        "typical_volume": 3299350.75,
        "trend": 115.12,
        "fair_value": 93.377849,
        "relative_strength": -8.947469,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "volume": 1011926,
        "typical_volume": 3052377.7,
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        "fair_value": 92.727417,
        "relative_strength": -9.013127,
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        "modifier": "Upper balance after advance",
        "gate": "down",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 112.2,
        "volume": 977048,
        "typical_volume": 3024118.6,
        "trend": 115.02,
        "fair_value": 92.208968,
        "relative_strength": -6.910714,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
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      },
      {
        "date": "2026-06-19",
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        "stage": 4,
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        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "relative_strength": -3.375702,
        "stage": 3,
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        "modifier": "Upper balance after advance",
        "gate": "down",
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        "energy": 12.342184,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
        "close": 117.2,
        "volume": 128435,
        "typical_volume": 2560546.2,
        "trend": 115.38,
        "fair_value": 90.862519,
        "relative_strength": -4.721283,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "trend": 115.513334,
        "fair_value": 90.401739,
        "relative_strength": -4.466052,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 11.556744,
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      },
      {
        "date": "2026-07-17",
        "close": 116.8,
        "volume": 1810166,
        "typical_volume": 2309079.75,
        "trend": 115.426667,
        "fair_value": 89.984527,
        "relative_strength": -4.195498,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 15.518392,
        "energy": 22.983559,
        "activity_lines": [
          116.48,
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          113.619048,
          114.295054
        ]
      },
      {
        "date": "2026-07-24",
        "close": 119.8,
        "volume": 2301759,
        "typical_volume": 2092098.45,
        "trend": 115.42,
        "fair_value": 89.9312,
        "relative_strength": -2.977148,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 25.368444,
        "energy": 33.829102,
        "activity_lines": [
          117.586667,
          115.923636,
          114.258095,
          114.577204
        ]
      },
      {
        "date": "2026-07-31",
        "close": 77.9,
        "volume": 21597752,
        "typical_volume": 3063932.3,
        "trend": 114.063334,
        "fair_value": 89.643876,
        "relative_strength": -37.315934,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -76.533964,
        "energy": 64.276205,
        "activity_lines": [
          104.473333,
          109.345455,
          110.873333,
          112.156559
        ]
      },
      {
        "date": "2026-08-07",
        "close": 81.5,
        "volume": 8193801,
        "typical_volume": 3236613.85,
        "trend": 112.946667,
        "fair_value": 89.430566,
        "relative_strength": -34.002643,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -83.376155,
        "energy": 86.34793,
        "activity_lines": [
          95.166667,
          103.987273,
          107.984286,
          110.055699
        ]
      }
    ],
    "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."
    }
  }
}