{
  "ticker": {
    "uuid": "4f701785-9876-49f4-9f72-b0db0dd31d95",
    "symbol": "K1SG34",
    "name": "Keysight Technologies, Inc.",
    "exchange": "SAO",
    "country": "BR",
    "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": "^BVSP",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 92.674,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 19.31,
    "architecture_energy": 18.076,
    "architecture_maturity": 72.705,
    "architecture_confidence": 95.844,
    "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": 52.73,
        "rotation_up": 21.85,
        "upward_expansion": 43.53,
        "deceleration": 85.09,
        "rotation_down": 38.91,
        "downward_expansion": 35.2
      },
      "activity_lines": [
        830.213989,
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        851.478379,
        828.958752
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.333333
    },
    "latest_close": 868.599976,
    "trend_reference": 772.231333,
    "distance_from_trend": 0.124792,
    "trend_direction": "Improving",
    "fair_value": 477.989168,
    "distance_from_fair_value": 0.817196,
    "fair_value_direction": "Weakening",
    "relative_strength": 33.227117,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.536122,
    "excess_performance": 0.59317,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.124792,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.204647,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.817196,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.198432,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.332271,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.094869,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.536122,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.828729,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 14,
      "relative_activity": 0.200573,
      "balance": 1.828729,
      "dry_up": 2.739971,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.052413,
      "annualized_volatility": 0.423358,
      "from_high_reference": -0.082158,
      "from_low_reference": 0.930651
    },
    "levels": {
      "trend_reference": 772.231333,
      "fair_value_reference": 477.989168,
      "structural_low": 565.450012,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 15,
        "median_return": 0.0,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": 0.004915,
        "regime_survival": 0.466667,
        "best_return": 0.378053,
        "worst_return": -0.110466,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": 0.081959,
        "positive_rate": 0.777778,
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        "median_excess_return": 0.053858,
        "regime_survival": 0.333333,
        "best_return": 0.639291,
        "worst_return": -0.226522,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.079791,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.008439,
        "regime_survival": 0.2,
        "best_return": 0.731985,
        "worst_return": -0.315267,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.152104,
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        "best_return": 0.18632,
        "worst_return": -0.208588,
        "sufficient": false
      }
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-03-15",
        "end": "2024-08-30",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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      {
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        "active": false
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "return": 0.086691,
        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "tenure": "Developing",
        "return": 0.011236,
        "active": false
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      {
        "regime": "upward_expansion",
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        "regime": "balance",
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        "color": "blue",
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        "end": "2025-08-15",
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        "return": 0.0,
        "active": false
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      {
        "regime": "rotation_up",
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        "active": false
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        "energy": 63.6651,
        "activity_lines": [
          862.481327,
          860.934182,
          814.202047,
          745.243291
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      },
      {
        "date": "2026-06-12",
        "close": 889.140015,
        "volume": 35,
        "typical_volume": 34.05,
        "trend": 668.43667,
        "fair_value": 454.92763,
        "relative_strength": 46.857436,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 75.742118,
        "energy": 66.395202,
        "activity_lines": [
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          760.406088
        ]
      },
      {
        "date": "2026-06-19",
        "close": 946.349976,
        "volume": 1,
        "typical_volume": 33.3,
        "trend": 684.663669,
        "fair_value": 458.498848,
        "relative_strength": 56.690828,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 87.114405,
        "energy": 71.673916,
        "activity_lines": [
          894.929993,
          883.761451,
          843.840142,
          778.335979
        ]
      },
      {
        "date": "2026-06-26",
        "close": 879.840027,
        "volume": 14,
        "typical_volume": 34.0,
        "trend": 698.67367,
        "fair_value": 461.668848,
        "relative_strength": 40.362948,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 61.81929,
        "energy": 61.730358,
        "activity_lines": [
          894.232003,
          884.646911,
          852.212525,
          790.928002
        ]
      },
      {
        "date": "2026-07-03",
        "close": 843.630005,
        "volume": 0,
        "typical_volume": 34.0,
        "trend": 711.476669,
        "fair_value": 464.493399,
        "relative_strength": 32.664799,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 60.597419,
        "energy": 57.162479,
        "activity_lines": [
          880.438005,
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          855.63924,
          800.280023
        ]
      },
      {
        "date": "2026-07-10",
        "close": 823.359985,
        "volume": 97,
        "typical_volume": 38.55,
        "trend": 723.604002,
        "fair_value": 467.188014,
        "relative_strength": 25.976591,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 46.559026,
        "energy": 41.974335,
        "activity_lines": [
          860.845333,
          868.390908,
          855.81081,
          807.498302
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      },
      {
        "date": "2026-07-17",
        "close": 811.200012,
        "volume": 103,
        "typical_volume": 42.55,
        "trend": 735.326002,
        "fair_value": 469.804681,
        "relative_strength": 26.226004,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 29.981868,
        "energy": 26.802921,
        "activity_lines": [
          839.09067,
          857.228729,
          853.891526,
          813.149657
        ]
      },
      {
        "date": "2026-07-24",
        "close": 804.27002,
        "volume": 36,
        "typical_volume": 41.25,
        "trend": 746.817002,
        "fair_value": 472.376925,
        "relative_strength": 24.104324,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 1.587296,
        "energy": 22.006448,
        "activity_lines": [
          820.222009,
          846.159641,
          851.159956,
          817.597658
        ]
      },
      {
        "date": "2026-07-31",
        "close": 812.909973,
        "volume": 612,
        "typical_volume": 69.75,
        "trend": 758.596001,
        "fair_value": 475.004553,
        "relative_strength": 21.912425,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 2.646821,
        "energy": 22.755052,
        "activity_lines": [
          813.70533,
          838.107454,
          848.828525,
          821.861721
        ]
      },
      {
        "date": "2026-08-07",
        "close": 868.599976,
        "volume": 14,
        "typical_volume": 69.8,
        "trend": 772.231333,
        "fair_value": 477.989168,
        "relative_strength": 33.227117,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 19.309786,
        "energy": 18.075509,
        "activity_lines": [
          830.213989,
          841.117813,
          851.478379,
          828.958752
        ]
      }
    ],
    "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."
    }
  }
}