{
  "ticker": {
    "uuid": "254ce9b6-2004-42e8-9a4e-8849a286779c",
    "symbol": "ZLI",
    "name": "BMO Low Volatility International Equity ETF",
    "exchange": "TOR",
    "country": "CA",
    "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": "^GSPTSE",
    "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": 58.127,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 89.872,
    "architecture_energy": 93.637,
    "architecture_maturity": 12.504,
    "architecture_confidence": 63.705,
    "architecture_tenure": "New",
    "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": 10.76,
        "rotation_up": 87.75,
        "upward_expansion": 99.46,
        "deceleration": 39.03,
        "rotation_down": 8.32,
        "downward_expansion": 21.46
      },
      "activity_lines": [
        30.518667,
        30.122732,
        29.630472,
        29.49199
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 31.030001,
    "trend_reference": 29.376208,
    "distance_from_trend": 0.056297,
    "trend_direction": "Improving",
    "fair_value": 26.153306,
    "distance_from_fair_value": 0.186466,
    "fair_value_direction": "Improving",
    "relative_strength": -5.553324,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.052462,
    "excess_performance": -0.067959,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.056297,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.011614,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.186466,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.064567,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.055533,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.068976,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.052462,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 6.649351,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 9700,
      "relative_activity": 0.432553,
      "balance": 6.649351,
      "dry_up": 1.587514,
      "accumulation_observations": 2,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.015601,
      "annualized_volatility": 0.134354,
      "from_high_reference": -0.002572,
      "from_low_reference": 0.100886
    },
    "levels": {
      "trend_reference": 29.376208,
      "fair_value_reference": 26.153306,
      "structural_low": 28.200508,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 33,
        "median_return": 0.007704,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.545455,
        "median_excess_return": -0.007469,
        "regime_survival": 0.787879,
        "best_return": 0.073469,
        "worst_return": -0.04535,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
        "median_return": -0.008322,
        "positive_rate": 0.416667,
        "directional_follow_through": 0.416667,
        "median_excess_return": -0.022415,
        "regime_survival": 0.583333,
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        "worst_return": -0.039868,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.037834,
        "positive_rate": 0.833333,
        "directional_follow_through": 0.833333,
        "median_excess_return": -0.026048,
        "regime_survival": 0.333333,
        "best_return": 0.102057,
        "worst_return": -0.021419,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
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        "median_return": 0.108449,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.067789,
        "regime_survival": 0.25,
        "best_return": 0.127546,
        "worst_return": -0.140968,
        "sufficient": false
      }
    ],
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        "regime": "downward_expansion",
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        "color": "red",
        "start": "2023-09-29",
        "end": "2023-11-24",
        "tenure": "Developing",
        "return": 0.047662,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "tenure": "Established",
        "return": 0.005286,
        "active": false
      },
      {
        "regime": "deceleration",
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        "color": "amber",
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        "regime": "deceleration",
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        "regime": "balance",
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        "activity_lines": [
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        ]
      },
      {
        "date": "2026-04-24",
        "close": 29.08,
        "volume": 39200,
        "typical_volume": 22298.65,
        "trend": 29.087667,
        "fair_value": 25.436039,
        "relative_strength": -11.621984,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 22911.35,
        "trend": 29.078584,
        "fair_value": 25.474748,
        "relative_strength": -12.248137,
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        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-08",
        "close": 28.62364,
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        "typical_volume": 24479.55,
        "trend": 29.073965,
        "fair_value": 25.513575,
        "relative_strength": -12.450897,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
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        "energy": 18.176044,
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        ]
      },
      {
        "date": "2026-05-15",
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        "typical_volume": 24654.85,
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        "relative_strength": -11.905171,
        "stage": 3,
        "regime": "balance",
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        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-22",
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        "typical_volume": 29825.0,
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        "gate": "mixed",
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 28.772825,
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        ]
      },
      {
        "date": "2026-06-05",
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        "volume": 8900,
        "typical_volume": 29800.0,
        "trend": 29.027374,
        "fair_value": 25.68472,
        "relative_strength": -11.816801,
        "stage": 3,
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      },
      {
        "date": "2026-06-12",
        "close": 29.001575,
        "volume": 200,
        "typical_volume": 28590.0,
        "trend": 29.023438,
        "fair_value": 25.730332,
        "relative_strength": -11.146276,
        "stage": 3,
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        "gate": "mixed",
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      },
      {
        "date": "2026-06-19",
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        "stage": 3,
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 24530.0,
        "trend": 29.048685,
        "fair_value": 25.829421,
        "relative_strength": -9.470973,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 9.997916,
        "energy": 8.243863,
        "activity_lines": [
          29.046663,
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        ]
      },
      {
        "date": "2026-07-03",
        "close": 29.99,
        "volume": 200,
        "typical_volume": 23140.0,
        "trend": 29.090273,
        "fair_value": 25.884718,
        "relative_strength": -7.622127,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
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        "energy": 39.177599,
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      },
      {
        "date": "2026-07-10",
        "close": 29.879999,
        "volume": 9700,
        "typical_volume": 22815.0,
        "trend": 29.14077,
        "fair_value": 25.935157,
        "relative_strength": -7.718256,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
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        "energy": 65.871347,
        "activity_lines": [
          29.631561,
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      },
      {
        "date": "2026-07-17",
        "close": 29.98,
        "volume": 13800,
        "typical_volume": 21475.0,
        "trend": 29.185664,
        "fair_value": 25.986479,
        "relative_strength": -6.927488,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 62.532365,
        "energy": 71.390623,
        "activity_lines": [
          29.806061,
          29.460112,
          29.226477,
          29.233405
        ]
      },
      {
        "date": "2026-07-24",
        "close": 30.049999,
        "volume": 11600,
        "typical_volume": 19805.0,
        "trend": 29.23554,
        "fair_value": 26.036805,
        "relative_strength": -6.602099,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 72.652415,
        "energy": 79.826648,
        "activity_lines": [
          29.938666,
          29.61365,
          29.315911,
          29.289168
        ]
      },
      {
        "date": "2026-07-31",
        "close": 30.66,
        "volume": 107300,
        "typical_volume": 24120.0,
        "trend": 29.310728,
        "fair_value": 26.094411,
        "relative_strength": -3.973655,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 86.346878,
        "energy": 86.782137,
        "activity_lines": [
          30.212666,
          29.848908,
          29.459794,
          29.381069
        ]
      },
      {
        "date": "2026-08-07",
        "close": 31.030001,
        "volume": 9700,
        "typical_volume": 22425.0,
        "trend": 29.376208,
        "fair_value": 26.153306,
        "relative_strength": -5.553324,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 89.871811,
        "energy": 93.637214,
        "activity_lines": [
          30.518667,
          30.122732,
          29.630472,
          29.49199
        ]
      }
    ],
    "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."
    }
  }
}