{
  "ticker": {
    "uuid": "60f17108-f228-452e-9be1-7f86c73f1769",
    "symbol": "VEEV",
    "name": "Veeva Systems Inc Class A",
    "exchange": "NYSE",
    "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": "SPY",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 65.085,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Value reclamation",
    "architecture_gate": "mixed",
    "architecture_direction": 60.808,
    "architecture_energy": 73.529,
    "architecture_maturity": 26.0,
    "architecture_confidence": 60.515,
    "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": 19.82,
        "rotation_up": 77.3,
        "upward_expansion": 65.13,
        "deceleration": 20.96,
        "rotation_down": 16.56,
        "downward_expansion": 23.46
      },
      "activity_lines": [
        207.138,
        195.231818,
        182.834429,
        180.189505
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 230.47,
    "trend_reference": 181.352667,
    "distance_from_trend": 0.270839,
    "trend_direction": "Weakening",
    "fair_value": 217.308333,
    "distance_from_fair_value": 0.060567,
    "fair_value_direction": "Improving",
    "relative_strength": -6.22756,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.254941,
    "excess_performance": 0.129317,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.270839,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.097597,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.060567,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.298674,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.062276,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.329083,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.254941,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.14703,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 10400397,
      "relative_activity": 0.803482,
      "balance": 1.14703,
      "dry_up": 0.631964,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.081901,
      "annualized_volatility": 0.50359,
      "from_high_reference": -0.257746,
      "from_low_reference": 0.556704
    },
    "levels": {
      "trend_reference": 181.352667,
      "fair_value_reference": 217.308333,
      "structural_low": 148.05,
      "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": 5,
        "median_return": 0.025448,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.043018,
        "regime_survival": 0.4,
        "best_return": 0.112058,
        "worst_return": -0.201542,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": -0.037465,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.083504,
        "regime_survival": 0.0,
        "best_return": 0.04969,
        "worst_return": -0.262619,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.078091,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.202212,
        "regime_survival": 0.0,
        "best_return": 0.073916,
        "worst_return": -0.240118,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.002255,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.211092,
        "regime_survival": 0.0,
        "best_return": 0.070282,
        "worst_return": -0.065772,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-05-31",
        "end": "2024-06-28",
        "tenure": "Developing",
        "return": 0.050273,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-07-05",
        "end": "2024-09-06",
        "tenure": "Developing",
        "return": 0.176769,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-09-13",
        "end": "2024-11-01",
        "tenure": "Developing",
        "return": -0.023721,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-11-08",
        "end": "2025-01-10",
        "tenure": "Developing",
        "return": -0.073404,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-17",
        "end": "2025-02-14",
        "tenure": "Developing",
        "return": 0.080382,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-21",
        "end": "2025-04-04",
        "tenure": "Developing",
        "return": -0.053634,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-11",
        "end": "2025-05-30",
        "tenure": "Developing",
        "return": 0.283028,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-06",
        "end": "2025-08-29",
        "tenure": "Established",
        "return": -0.05663,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-05",
        "end": "2025-10-03",
        "tenure": "Developing",
        "return": 0.085553,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-10",
        "end": "2025-11-14",
        "tenure": "Developing",
        "return": 0.023623,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-21",
        "end": "2025-12-12",
        "tenure": "New",
        "return": -0.085225,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-19",
        "end": "2026-06-26",
        "tenure": "Extended",
        "return": -0.227621,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-03",
        "end": "2026-07-17",
        "tenure": "New",
        "return": 0.013697,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "tenure": "New",
        "return": 0.237489,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 4571527.4,
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        "date": "2023-08-25",
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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      },
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        "date": "2026-05-29",
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      },
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        "date": "2026-06-05",
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      },
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        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -48.519747,
        "energy": 27.754603,
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      },
      {
        "date": "2026-07-03",
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        "fair_value": 217.275577,
        "relative_strength": -22.920063,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 13620719.15,
        "trend": 184.361,
        "fair_value": 217.156538,
        "relative_strength": -24.142807,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 3.038437,
        "energy": 14.339387,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 195.38,
        "volume": 7759000,
        "typical_volume": 13459630.2,
        "trend": 183.478333,
        "fair_value": 217.128782,
        "relative_strength": -19.931028,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 28.50618,
        "energy": 38.617371,
        "activity_lines": [
          187.441333,
          178.481455,
          173.08319,
          175.470839
        ]
      },
      {
        "date": "2026-07-24",
        "close": 186.24,
        "volume": 5754397,
        "typical_volume": 12981004.55,
        "trend": 182.198,
        "fair_value": 217.031282,
        "relative_strength": -22.275567,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 20.266926,
        "energy": 45.259387,
        "activity_lines": [
          189.328,
          180.917455,
          174.38281,
          175.649011
        ]
      },
      {
        "date": "2026-07-31",
        "close": 203.78,
        "volume": 8807156,
        "typical_volume": 12968031.65,
        "trend": 181.674333,
        "fair_value": 217.075256,
        "relative_strength": -14.945757,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 45.370422,
        "energy": 61.082123,
        "activity_lines": [
          194.865333,
          186.044727,
          177.396952,
          177.041398
        ]
      },
      {
        "date": "2026-08-07",
        "close": 230.47,
        "volume": 10400397,
        "typical_volume": 12944155.65,
        "trend": 181.352667,
        "fair_value": 217.308333,
        "relative_strength": -6.22756,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 60.808462,
        "energy": 73.529494,
        "activity_lines": [
          207.138,
          195.231818,
          182.834429,
          180.189505
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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."
    }
  }
}