{
  "ticker": {
    "uuid": "46043b19-39d2-4a1b-ba53-d6f9dd7b790a",
    "symbol": "KEYS",
    "name": "Keysight Technologies 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": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 91.45,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 23.158,
    "architecture_energy": 11.599,
    "architecture_maturity": 49.752,
    "architecture_confidence": 88.803,
    "architecture_tenure": "Developing",
    "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": 59.63,
        "rotation_up": 27.04,
        "upward_expansion": 42.39,
        "deceleration": 82.74,
        "rotation_down": 24.58,
        "downward_expansion": 29.39
      },
      "activity_lines": [
        326.068667,
        326.918182,
        332.625333,
        323.816237
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 340.97,
    "trend_reference": 303.809667,
    "distance_from_trend": 0.122315,
    "trend_direction": "Improving",
    "fair_value": 184.430449,
    "distance_from_fair_value": 0.848773,
    "fair_value_direction": "Weakening",
    "relative_strength": 21.732264,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.47638,
    "excess_performance": 0.350755,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.122315,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.171018,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.848773,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.268653,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.217323,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.324718,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.47638,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.578964,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 5060741,
      "relative_activity": 0.742205,
      "balance": 0.578964,
      "dry_up": 0.883757,
      "accumulation_observations": 1,
      "distribution_observations": 7
    },
    "risk": {
      "range_context": 0.090729,
      "annualized_volatility": 0.462872,
      "from_high_reference": -0.090657,
      "from_low_reference": 1.230802
    },
    "levels": {
      "trend_reference": 303.809667,
      "fair_value_reference": 184.430449,
      "structural_low": 228.35,
      "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": 0.058749,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.034495,
        "regime_survival": 0.333333,
        "best_return": 0.12894,
        "worst_return": -0.081615,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.002566,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.041481,
        "regime_survival": 0.0,
        "best_return": 0.127023,
        "worst_return": -0.171843,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.008178,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.117036,
        "regime_survival": 0.0,
        "best_return": 0.026182,
        "worst_return": -0.146879,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.085768,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.099692,
        "regime_survival": 0.333333,
        "best_return": 0.014887,
        "worst_return": -0.164095,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-07-26",
        "end": "2024-08-02",
        "tenure": "New",
        "return": -0.084538,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-09",
        "end": "2024-08-23",
        "tenure": "New",
        "return": 0.261577,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-09-06",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "return": -0.111355,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "tenure": "Developing",
        "return": 0.221025,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "return": 0.043867,
        "active": false
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      {
        "regime": "rotation_up",
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        "active": false
      },
      {
        "regime": "balance",
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      {
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      {
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        "active": true
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    ],
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      },
      {
        "date": "2026-07-17",
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        "direction": 14.19296,
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      },
      {
        "date": "2026-07-24",
        "close": 318.67,
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        "typical_volume": 7082258.85,
        "trend": 295.604333,
        "fair_value": 182.220192,
        "relative_strength": 21.299311,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 319.08,
        "volume": 6276324,
        "typical_volume": 6997268.0,
        "trend": 299.354,
        "fair_value": 183.248205,
        "relative_strength": 19.049649,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 10.937916,
        "energy": 13.809725,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 340.97,
        "volume": 5060741,
        "typical_volume": 6818519.65,
        "trend": 303.809667,
        "fair_value": 184.430449,
        "relative_strength": 21.732264,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 23.157543,
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        "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."
    }
  }
}