{
  "ticker": {
    "uuid": "804207a8-566a-4764-9a60-4f8f82181b54",
    "symbol": "PAYC",
    "name": "Paycom Software, Inc.",
    "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": 71.432,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 96.688,
    "architecture_energy": 93.328,
    "architecture_maturity": 22.0,
    "architecture_confidence": 72.171,
    "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": 15.45,
        "rotation_up": 89.06,
        "upward_expansion": 98.17,
        "deceleration": 39.0,
        "rotation_down": 8.18,
        "downward_expansion": 20.17
      },
      "activity_lines": [
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        140.528536
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      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 214.94,
    "trend_reference": 135.834097,
    "distance_from_trend": 0.582371,
    "trend_direction": "Weakening",
    "fair_value": 186.83187,
    "distance_from_fair_value": 0.150446,
    "fair_value_direction": "Improving",
    "relative_strength": 20.563432,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.650237,
    "excess_performance": 0.524612,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.582371,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.030893,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.150446,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.469123,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.205634,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.544873,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.650237,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.145304,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 7918591,
      "relative_activity": 1.652012,
      "balance": 1.145304,
      "dry_up": 0.994694,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.081985,
      "annualized_volatility": 0.571814,
      "from_high_reference": -0.076553,
      "from_low_reference": 1.060358
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    "levels": {
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      "fair_value_reference": 186.83187,
      "structural_low": 104.321692,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 10,
        "median_return": -0.07582,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.055601,
        "regime_survival": 0.5,
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        "worst_return": -0.196642,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "horizon": "Extended",
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        "worst_return": -0.445283,
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        "horizon": "Full cycle",
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      },
      {
        "date": "2026-04-17",
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        "fair_value": 203.009594,
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        "stage": 4,
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      },
      {
        "date": "2026-04-24",
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 7525382.5,
        "trend": 139.388915,
        "fair_value": 196.569034,
        "relative_strength": -28.29933,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-06-12",
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        "trend": 138.379049,
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        "stage": 4,
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "relative_strength": -28.676411,
        "stage": 4,
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        "energy": 16.447108,
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      },
      {
        "date": "2026-07-03",
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        "typical_volume": 6840890.3,
        "trend": 135.288545,
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 6558114.0,
        "trend": 134.401496,
        "fair_value": 190.663945,
        "relative_strength": -23.751291,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
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      },
      {
        "date": "2026-07-17",
        "close": 147.94,
        "volume": 3245043,
        "typical_volume": 5943628.55,
        "trend": 133.938731,
        "fair_value": 189.421134,
        "relative_strength": -16.508247,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 35.724097,
        "energy": 37.29188,
        "activity_lines": [
          139.790667,
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          134.049573,
          132.595277
        ]
      },
      {
        "date": "2026-07-24",
        "close": 145.35,
        "volume": 2964445,
        "typical_volume": 5562210.4,
        "trend": 133.466209,
        "fair_value": 188.047339,
        "relative_strength": -16.279181,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 31.092036,
        "energy": 47.516054,
        "activity_lines": [
          142.89,
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          135.398895,
          133.331488
        ]
      },
      {
        "date": "2026-07-31",
        "close": 163.96,
        "volume": 4943388,
        "typical_volume": 5489290.2,
        "trend": 133.879548,
        "fair_value": 187.28115,
        "relative_strength": -5.459773,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 79.563461,
        "energy": 74.243084,
        "activity_lines": [
          150.826,
          143.706545,
          138.482022,
          135.29883
        ]
      },
      {
        "date": "2026-08-07",
        "close": 214.94,
        "volume": 7918591,
        "typical_volume": 4793301.3,
        "trend": 135.834097,
        "fair_value": 186.83187,
        "relative_strength": 20.563432,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 96.68832,
        "energy": 93.327643,
        "activity_lines": [
          173.436667,
          157.306909,
          146.236559,
          140.528536
        ]
      }
    ],
    "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."
    }
  }
}