{
  "ticker": {
    "uuid": "4c9a2d6c-0b19-4cad-9f18-70a3a7487a76",
    "symbol": "CTSH",
    "name": "Cognizant Technology Solutions Corporation",
    "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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -25.907,
    "architecture_energy": 25.64,
    "architecture_maturity": 99.514,
    "architecture_confidence": 84.428,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 41.87,
        "rotation_up": 31.51,
        "upward_expansion": 26.63,
        "deceleration": 44.17,
        "rotation_down": 26.23,
        "downward_expansion": 65.3
      },
      "activity_lines": [
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      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 984.0,
    "trend_reference": 1071.230626,
    "distance_from_trend": -0.08143,
    "trend_direction": "Weakening",
    "fair_value": 1264.714287,
    "distance_from_fair_value": -0.221959,
    "fair_value_direction": "Improving",
    "relative_strength": -18.94324,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.326517,
    "excess_performance": -0.271851,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.08143,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.130251,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.221959,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.074054,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.189432,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.195323,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.326517,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 13.5,
        "read": "Demand-led"
      }
    ],
    "volume": {
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      "relative_activity": 1.465087,
      "balance": 13.5,
      "dry_up": 3.550499,
      "accumulation_observations": 4,
      "distribution_observations": 1
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    "risk": {
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      "annualized_volatility": 0.663259,
      "from_high_reference": -0.33768,
      "from_low_reference": 0.362824
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    "levels": {
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      "fair_value_reference": 1264.714287,
      "structural_low": 722.030029,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 22,
        "median_return": 9.6e-05,
        "positive_rate": 0.5,
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      },
      {
        "horizon": "Intermediate",
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        "horizon": "Extended",
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        "horizon": "Full cycle",
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      },
      {
        "date": "2026-07-24",
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        "volume": 1300,
        "typical_volume": 122.1,
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        "relative_strength": -38.823191,
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        "energy": 68.289224,
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      },
      {
        "date": "2026-07-31",
        "close": 945.0,
        "volume": 730,
        "typical_volume": 153.65,
        "trend": 1082.377993,
        "fair_value": 1265.53765,
        "relative_strength": -22.920842,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -54.583001,
        "energy": 57.284183,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 984.0,
        "volume": 235,
        "typical_volume": 160.4,
        "trend": 1071.230626,
        "fair_value": 1264.714287,
        "relative_strength": -18.94324,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -25.906509,
        "energy": 25.639899,
        "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."
    }
  }
}