{
  "ticker": {
    "uuid": "fa4fb718-e138-43c8-a1ef-77cd37b9c1fb",
    "symbol": "VRNS",
    "name": "Varonis Systems",
    "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": "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": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 64.418,
    "architecture_energy": 60.757,
    "architecture_maturity": 50.411,
    "architecture_confidence": 77.921,
    "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": 14.82,
        "rotation_up": 60.11,
        "upward_expansion": 84.3,
        "deceleration": 67.19,
        "rotation_down": 21.97,
        "downward_expansion": 10.96
      },
      "activity_lines": [
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      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.666667
    },
    "latest_close": 43.52,
    "trend_reference": 31.0265,
    "distance_from_trend": 0.402672,
    "trend_direction": "Improving",
    "fair_value": 42.794423,
    "distance_from_fair_value": 0.016955,
    "fair_value_direction": "Improving",
    "relative_strength": 0.966686,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.921413,
    "excess_performance": 0.733959,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.402672,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.085507,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.016955,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.335028,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.009667,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.4315,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.921413,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.370639,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 8383938,
      "relative_activity": 0.756679,
      "balance": 2.370639,
      "dry_up": 0.923432,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.106651,
      "annualized_volatility": 0.586995,
      "from_high_reference": -0.318936,
      "from_low_reference": 1.209137
    },
    "levels": {
      "trend_reference": 31.0265,
      "fair_value_reference": 42.794423,
      "structural_low": 19.7,
      "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": 21,
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        "positive_rate": 0.47619,
        "directional_follow_through": 0.47619,
        "median_excess_return": -0.019263,
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        "worst_return": -0.442034,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "worst_return": -0.436009,
        "sufficient": true
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      {
        "horizon": "Extended",
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        "horizon": "Full cycle",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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      },
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 11208748.65,
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        "fair_value": 42.532756,
        "relative_strength": 10.991687,
        "stage": 1,
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        "modifier": "Early expansion",
        "gate": "up",
        "direction": 88.101762,
        "energy": 95.091056,
        "activity_lines": [
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      },
      {
        "date": "2026-07-24",
        "close": 45.74,
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        "typical_volume": 10992545.3,
        "trend": 30.487167,
        "fair_value": 42.646282,
        "relative_strength": 9.550009,
        "stage": 1,
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        "modifier": "Early expansion",
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      },
      {
        "date": "2026-07-31",
        "close": 39.95,
        "volume": 15198032,
        "typical_volume": 11352038.7,
        "trend": 30.750833,
        "fair_value": 42.71141,
        "relative_strength": -3.591307,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.103167,
        "energy": 71.165226,
        "activity_lines": [
          43.816667,
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      },
      {
        "date": "2026-08-07",
        "close": 43.52,
        "volume": 8383938,
        "typical_volume": 11079912.4,
        "trend": 31.0265,
        "fair_value": 42.794423,
        "relative_strength": 0.966686,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.417919,
        "energy": 60.75699,
        "activity_lines": [
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      }
    ],
    "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."
    }
  }
}