{
  "ticker": {
    "uuid": "2debc4bd-d6fa-4448-b5e3-8f9271d67e95",
    "symbol": "ISPY",
    "name": "L&G Cyber Security UCITS ETF",
    "exchange": "MIL",
    "country": "IT",
    "assetType": "etf"
  },
  "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": "FTSEMIB.MI",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2c",
    "phase_label": "Stage 2C \u00b7 Late 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": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 81.68,
    "architecture_energy": 68.762,
    "architecture_maturity": 87.42,
    "architecture_confidence": 86.378,
    "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": 9.44,
        "rotation_up": 58.44,
        "upward_expansion": 85.33,
        "deceleration": 68.6,
        "rotation_down": 27.97,
        "downward_expansion": 12.0
      },
      "activity_lines": [
        38.685,
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        33.361871
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      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.666667
    },
    "latest_close": 40.349998,
    "trend_reference": 30.460667,
    "distance_from_trend": 0.324659,
    "trend_direction": "Improving",
    "fair_value": 25.445295,
    "distance_from_fair_value": 0.585755,
    "fair_value_direction": "Improving",
    "relative_strength": 19.853425,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.701814,
    "excess_performance": 0.530922,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.324659,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.128584,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.585755,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.346578,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.198534,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.224236,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.701814,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 4.104593,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 134858,
      "relative_activity": 0.919866,
      "balance": 4.104593,
      "dry_up": 0.801728,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.053865,
      "annualized_volatility": 0.343498,
      "from_high_reference": -0.024066,
      "from_low_reference": 0.768961
    },
    "levels": {
      "trend_reference": 30.460667,
      "fair_value_reference": 25.445295,
      "structural_low": 22.809999,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 26,
        "median_return": -0.001933,
        "positive_rate": 0.461538,
        "directional_follow_through": 0.461538,
        "median_excess_return": -0.007853,
        "regime_survival": 0.807692,
        "best_return": 0.103884,
        "worst_return": -0.103246,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
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        "regime_survival": 0.444444,
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        "sufficient": true
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        "horizon": "Extended",
        "sample_count": 5,
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        "worst_return": -0.089402,
        "sufficient": true
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        "horizon": "Full cycle",
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        "sufficient": false
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      },
      {
        "date": "2026-05-01",
        "close": 27.245001,
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        "typical_volume": 191893.4,
        "trend": 26.3415,
        "fair_value": 23.878718,
        "relative_strength": -8.794768,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 18.809464,
        "energy": 20.506149,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 194381.7,
        "trend": 26.4105,
        "fair_value": 23.959461,
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        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Structural repair",
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      },
      {
        "date": "2026-05-15",
        "close": 31.379999,
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        "typical_volume": 199190.3,
        "trend": 26.561167,
        "fair_value": 24.046397,
        "relative_strength": 3.445383,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
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        "energy": 73.827177,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 203653.7,
        "trend": 26.762333,
        "fair_value": 24.144583,
        "relative_strength": 10.954005,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "up",
        "direction": 93.516793,
        "energy": 94.22647,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-29",
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        "volume": 360761,
        "typical_volume": 213203.45,
        "trend": 26.990167,
        "fair_value": 24.249622,
        "relative_strength": 13.648116,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "direction": 92.242009,
        "energy": 96.759513,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
        "close": 36.200001,
        "volume": 62050,
        "typical_volume": 207978.65,
        "trend": 27.272167,
        "fair_value": 24.362327,
        "relative_strength": 17.215091,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 89.445652,
        "energy": 96.062885,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 197190.8,
        "trend": 27.512167,
        "fair_value": 24.462923,
        "relative_strength": 9.692954,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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      },
      {
        "date": "2026-06-19",
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        "typical_volume": 186353.85,
        "trend": 27.774833,
        "fair_value": 24.567032,
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        "stage": 2,
        "regime": "upward_expansion",
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        "energy": 87.975382,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 36.080002,
        "volume": 8077,
        "typical_volume": 168256.25,
        "trend": 28.061834,
        "fair_value": 24.676224,
        "relative_strength": 13.832569,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 76.639392,
        "energy": 84.193972,
        "activity_lines": [
          35.408335,
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          29.623979
        ]
      },
      {
        "date": "2026-07-03",
        "close": 38.709999,
        "volume": 16492,
        "typical_volume": 150622.05,
        "trend": 28.425167,
        "fair_value": 24.805801,
        "relative_strength": 18.393575,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 89.47421,
        "energy": 74.660288,
        "activity_lines": [
          36.513667,
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          32.145477,
          30.310957
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      },
      {
        "date": "2026-07-10",
        "close": 39.5,
        "volume": 115671,
        "typical_volume": 151022.25,
        "trend": 28.8355,
        "fair_value": 24.940583,
        "relative_strength": 20.959951,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 88.264451,
        "energy": 84.178939,
        "activity_lines": [
          37.645667,
          36.357819,
          33.074,
          31.025463
        ]
      },
      {
        "date": "2026-07-17",
        "close": 38.935001,
        "volume": 169705,
        "typical_volume": 149015.25,
        "trend": 29.247334,
        "fair_value": 25.069603,
        "relative_strength": 20.627589,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 75.472985,
        "energy": 84.35719,
        "activity_lines": [
          38.369334,
          37.06991,
          33.880167,
          31.677043
        ]
      },
      {
        "date": "2026-07-24",
        "close": 37.285,
        "volume": 73707,
        "typical_volume": 145112.4,
        "trend": 29.607667,
        "fair_value": 25.187032,
        "relative_strength": 15.515743,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 66.636061,
        "energy": 67.032247,
        "activity_lines": [
          38.277667,
          37.31391,
          34.456143,
          32.195603
        ]
      },
      {
        "date": "2026-07-31",
        "close": 37.325001,
        "volume": 91883,
        "typical_volume": 145195.55,
        "trend": 29.990167,
        "fair_value": 25.305974,
        "relative_strength": 14.611413,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 65.615644,
        "energy": 64.763184,
        "activity_lines": [
          38.018667,
          37.457819,
          34.981524,
          32.693495
        ]
      },
      {
        "date": "2026-08-07",
        "close": 40.349998,
        "volume": 134858,
        "typical_volume": 146606.1,
        "trend": 30.460667,
        "fair_value": 25.445295,
        "relative_strength": 19.853425,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 81.679664,
        "energy": 68.761924,
        "activity_lines": [
          38.685,
          38.090091,
          35.743548,
          33.361871
        ]
      }
    ],
    "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."
    }
  }
}