{
  "ticker": {
    "uuid": "f66e66fb-536e-4ad3-9063-b738592efa37",
    "symbol": "CIS",
    "name": "Cisco Systems, Inc.",
    "exchange": "GER",
    "country": "DE",
    "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": "^GDAXI",
    "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": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 65.005,
    "architecture_energy": 43.426,
    "architecture_maturity": 78.764,
    "architecture_confidence": 89.156,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 29.0,
        "rotation_up": 38.8,
        "upward_expansion": 66.72,
        "deceleration": 94.3,
        "rotation_down": 29.27,
        "downward_expansion": 16.05
      },
      "activity_lines": [
        101.332001,
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        98.254903,
        91.859511
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 104.620003,
    "trend_reference": 83.447478,
    "distance_from_trend": 0.253723,
    "trend_direction": "Improving",
    "fair_value": 56.605648,
    "distance_from_fair_value": 0.848226,
    "fair_value_direction": "Improving",
    "relative_strength": 31.262876,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.484345,
    "excess_performance": 0.419705,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.253723,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.174362,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.848226,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.270841,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.312629,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.024311,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.484345,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.364229,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 33699,
      "relative_activity": 0.610264,
      "balance": 0.364229,
      "dry_up": 0.559956,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.070014,
      "annualized_volatility": 0.403107,
      "from_high_reference": -0.058135,
      "from_low_reference": 0.898568
    },
    "levels": {
      "trend_reference": 83.447478,
      "fair_value_reference": 56.605648,
      "structural_low": 61.567649,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 9,
        "median_return": -0.021127,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.019748,
        "regime_survival": 0.444444,
        "best_return": 0.063117,
        "worst_return": -0.104157,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.046332,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": 0.070422,
        "regime_survival": 0.0,
        "best_return": 0.137058,
        "worst_return": -0.088559,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.053624,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": 0.02096,
        "regime_survival": 0.2,
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        "worst_return": -0.154172,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "directional_follow_through": 0.333333,
        "median_excess_return": 0.102274,
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        "worst_return": -0.090617,
        "sufficient": false
      }
    ],
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        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "active": false
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "tenure": "Established",
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      },
      {
        "regime": "deceleration",
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        "tenure": "New",
        "return": -0.074532,
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      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-05-09",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2025-05-30",
        "tenure": "New",
        "return": -0.032281,
        "active": false
      },
      {
        "regime": "balance",
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        "active": false
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      {
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        "active": false
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        "regime": "upward_expansion",
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        "regime": "balance",
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        "modifier": "Re-accelerating",
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      },
      {
        "date": "2026-05-01",
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      },
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        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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        "typical_volume": 31322.45,
        "trend": 68.288994,
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        "relative_strength": 59.189868,
        "stage": 2,
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 32414.9,
        "trend": 69.735674,
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "relative_strength": 59.089574,
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      },
      {
        "date": "2026-06-12",
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      },
      {
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      },
      {
        "date": "2026-07-03",
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        "trend": 77.382939,
        "fair_value": 54.756337,
        "relative_strength": 30.45671,
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      },
      {
        "date": "2026-07-10",
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        "volume": 24918,
        "typical_volume": 55149.15,
        "trend": 78.691053,
        "fair_value": 55.164989,
        "relative_strength": 43.99049,
        "stage": 2,
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        "modifier": "Established expansion",
        "gate": "up",
        "direction": 63.904385,
        "energy": 58.993263,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 97.75,
        "volume": 32486,
        "typical_volume": 55913.65,
        "trend": 79.752208,
        "fair_value": 55.51192,
        "relative_strength": 33.856938,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 48.220807,
        "energy": 45.694,
        "activity_lines": [
          100.151544,
          101.585644,
          94.654588,
          87.933902
        ]
      },
      {
        "date": "2026-07-24",
        "close": 99.400002,
        "volume": 20737,
        "typical_volume": 54664.5,
        "trend": 80.888774,
        "fair_value": 55.8699,
        "relative_strength": 33.276726,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 45.653548,
        "energy": 41.301379,
        "activity_lines": [
          99.777687,
          101.078345,
          95.835776,
          89.201502
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      },
      {
        "date": "2026-07-31",
        "close": 99.53,
        "volume": 36762,
        "typical_volume": 54251.15,
        "trend": 82.062091,
        "fair_value": 56.224438,
        "relative_strength": 29.470952,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 45.186253,
        "energy": 39.565136,
        "activity_lines": [
          99.688001,
          100.614682,
          96.878248,
          90.404162
        ]
      },
      {
        "date": "2026-08-07",
        "close": 104.620003,
        "volume": 33699,
        "typical_volume": 55220.4,
        "trend": 83.447478,
        "fair_value": 56.605648,
        "relative_strength": 31.262876,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 65.005452,
        "energy": 43.426443,
        "activity_lines": [
          101.332001,
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          91.859511
        ]
      }
    ],
    "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."
    }
  }
}