{
  "ticker": {
    "uuid": "2afcb24d-f021-4649-97b6-dfdf4726ac23",
    "symbol": "VEEV",
    "name": "Veeva Systems Inc.",
    "exchange": "MEX",
    "country": "MX",
    "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": "^MXX",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 96.0,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Emerging rotation",
    "architecture_gate": "mixed",
    "architecture_direction": 55.717,
    "architecture_energy": 83.174,
    "architecture_maturity": 16.93,
    "architecture_confidence": 59.116,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair."
      },
      "scores": {
        "balance": 22.89,
        "rotation_up": 82.31,
        "upward_expansion": 71.98,
        "deceleration": 18.0,
        "rotation_down": 16.04,
        "downward_expansion": 27.98
      },
      "activity_lines": [
        3497.475325,
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        3121.672669,
        3105.219746
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 3600.0,
    "trend_reference": 3167.26967,
    "distance_from_trend": 0.136626,
    "trend_direction": "Weakening",
    "fair_value": 3998.247687,
    "distance_from_fair_value": -0.099606,
    "fair_value_direction": "Improving",
    "relative_strength": -10.599051,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.090909,
    "excess_performance": 0.145576,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.136626,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.119561,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.099606,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.191487,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.105991,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.321798,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.090909,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 7.921005,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 40,
      "relative_activity": 0.025471,
      "balance": 7.921005,
      "dry_up": 0.16222,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.048499,
      "annualized_volatility": 0.530476,
      "from_high_reference": -0.362155,
      "from_low_reference": 0.37402
    },
    "levels": {
      "trend_reference": 3167.26967,
      "fair_value_reference": 3998.247687,
      "structural_low": 2620.050049,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 9,
        "median_return": 0.001466,
        "positive_rate": 0.555556,
        "directional_follow_through": 0.555556,
        "median_excess_return": 0.009249,
        "regime_survival": 0.333333,
        "best_return": 0.124717,
        "worst_return": -0.211029,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": -0.045294,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.03564,
        "regime_survival": 0.0,
        "best_return": 0.122494,
        "worst_return": -0.248776,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.007528,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": 0.095249,
        "regime_survival": 0.0,
        "best_return": 0.262391,
        "worst_return": -0.285202,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.222327,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.355196,
        "regime_survival": 0.0,
        "best_return": 0.358973,
        "worst_return": -0.487312,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-08-30",
        "end": "2024-09-20",
        "tenure": "New",
        "return": 0.131652,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-09-27",
        "end": "2025-01-31",
        "tenure": "Established",
        "return": 0.188624,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-02-07",
        "end": "2025-02-28",
        "tenure": "New",
        "return": -0.055709,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-03-07",
        "end": "2025-03-14",
        "tenure": "New",
        "return": 0.007839,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-03-21",
        "end": "2025-03-28",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-04",
        "end": "2025-05-02",
        "tenure": "Developing",
        "return": -0.019954,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-09",
        "end": "2025-05-23",
        "tenure": "New",
        "return": 0.0024,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-07-11",
        "tenure": "Developing",
        "return": -0.018811,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-18",
        "end": "2025-08-08",
        "tenure": "New",
        "return": -0.029338,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-15",
        "end": "2025-10-10",
        "tenure": "Developing",
        "return": 0.099167,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-11-14",
        "tenure": "Developing",
        "return": 0.009099,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-21",
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        "tenure": "New",
        "return": 0.006696,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-12",
        "end": "2026-07-17",
        "tenure": "Extended",
        "return": -0.175481,
        "active": false
      },
      {
        "regime": "rotation_up",
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        "return": 0.049563,
        "active": true
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    ],
    "chart_path": [
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        "date": "2023-08-18",
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      },
      {
        "date": "2026-07-24",
        "close": 3430.0,
        "volume": 12,
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        "trend": 3207.763005,
        "fair_value": 3995.448328,
        "relative_strength": -16.143651,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 38.446963,
        "energy": 72.049994,
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      },
      {
        "date": "2026-07-31",
        "close": 3494.699951,
        "volume": 877,
        "typical_volume": 1568.4,
        "trend": 3190.91967,
        "fair_value": 3996.375892,
        "relative_strength": -14.162522,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 40.814966,
        "energy": 75.609133,
        "activity_lines": [
          3423.343994,
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      },
      {
        "date": "2026-08-07",
        "close": 3600.0,
        "volume": 40,
        "typical_volume": 1570.4,
        "trend": 3167.26967,
        "fair_value": 3998.247687,
        "relative_strength": -10.599051,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 55.717234,
        "energy": 83.174423,
        "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."
    }
  }
}