{
  "ticker": {
    "uuid": "f0d3d985-7c1f-4f64-bc7f-8bbfad98062e",
    "symbol": "KD",
    "name": "Kyndryl Holdings, Inc.",
    "exchange": "VIE",
    "country": "AT",
    "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": "^ATX",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4c",
    "phase_label": "Stage 4C \u00b7 Repair watch",
    "transition": "stage_4_to_1_watch",
    "transition_label": "Stage 4 \u2192 1 repair watch",
    "confidence": 70.127,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": 16.84,
    "architecture_energy": 26.231,
    "architecture_maturity": 19.666,
    "architecture_confidence": 53.093,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 55.8,
        "rotation_up": 45.73,
        "upward_expansion": 34.53,
        "deceleration": 45.93,
        "rotation_down": 14.1,
        "downward_expansion": 42.87
      },
      "activity_lines": [
        11.368667,
        10.883236,
        10.683929,
        10.915194
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.333333
    },
    "latest_close": 12.155,
    "trend_reference": 12.059633,
    "distance_from_trend": 0.007908,
    "trend_direction": "Weakening",
    "fair_value": 22.272622,
    "distance_from_fair_value": -0.454263,
    "fair_value_direction": "Improving",
    "relative_strength": -44.78234,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.381425,
    "excess_performance": -0.555672,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.007908,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.247353,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.454263,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.077901,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.447823,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.181283,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.381425,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.021647,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 3750,
      "relative_activity": 6.090134,
      "balance": 1.021647,
      "dry_up": 3.71214,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.070373,
      "annualized_volatility": 1.035202,
      "from_high_reference": -0.572609,
      "from_low_reference": 0.393283
    },
    "levels": {
      "trend_reference": 12.059633,
      "fair_value_reference": 22.272622,
      "structural_low": 8.724,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 1,
        "median_return": 0.139153,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.158886,
        "regime_survival": 0.0,
        "best_return": 0.139153,
        "worst_return": 0.139153,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 1,
        "median_return": 0.602852,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.56066,
        "regime_survival": 0.0,
        "best_return": 0.602852,
        "worst_return": 0.602852,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 1,
        "median_return": 0.111927,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.032356,
        "regime_survival": 0.0,
        "best_return": 0.111927,
        "worst_return": 0.111927,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 0.01815,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.243995,
        "regime_survival": 0.0,
        "best_return": 0.01815,
        "worst_return": 0.01815,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-06-28",
        "end": "2024-07-12",
        "tenure": "New",
        "return": -0.013799,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-07-19",
        "end": "2024-08-02",
        "tenure": "New",
        "return": -0.167667,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-09",
        "end": "2024-08-16",
        "tenure": "New",
        "return": 0.05142,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-08-23",
        "end": "2024-09-20",
        "tenure": "Developing",
        "return": -0.006999,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-09-27",
        "end": "2024-10-11",
        "tenure": "New",
        "return": 0.085507,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-10-18",
        "end": "2024-11-01",
        "tenure": "New",
        "return": -0.082541,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-11-08",
        "end": "2024-11-22",
        "tenure": "New",
        "return": 0.216711,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-11-29",
        "end": "2025-03-07",
        "tenure": "Established",
        "return": -0.031954,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-03-14",
        "end": "2025-04-04",
        "tenure": "New",
        "return": -0.186881,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-11",
        "end": "2025-05-16",
        "tenure": "Developing",
        "return": 0.449662,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-23",
        "end": "2025-08-01",
        "tenure": "Developing",
        "return": -0.078494,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-08-08",
        "end": "2025-08-15",
        "tenure": "New",
        "return": -0.023071,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-08-22",
        "end": "2026-07-31",
        "tenure": "Extended",
        "return": -0.566055,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 14.5,
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        "typical_volume": 1.05,
        "trend": 12.849333,
        "fair_value": 12.118366,
        "relative_strength": 25.300213,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
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      },
      {
        "date": "2023-08-25",
        "close": 14.6,
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      },
      {
        "date": "2023-09-01",
        "close": 15.58,
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        "typical_volume": 1.65,
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      {
        "date": "2023-09-08",
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      },
      {
        "date": "2023-09-15",
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        "relative_strength": 26.017763,
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      },
      {
        "date": "2023-09-22",
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        "volume": 0,
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        "activity_lines": [
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      },
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        "date": "2023-09-29",
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      },
      {
        "date": "2023-10-06",
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        "date": "2024-01-12",
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        "date": "2024-01-19",
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        "relative_strength": -62.910676,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.625544,
        "energy": 48.09186,
        "activity_lines": [
          11.266333,
          11.215636,
          12.399452,
          14.607645
        ]
      },
      {
        "date": "2026-05-15",
        "close": 9.554,
        "volume": 1596,
        "typical_volume": 615.85,
        "trend": 16.9763,
        "fair_value": 22.383583,
        "relative_strength": -65.115478,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -85.040371,
        "energy": 89.477182,
        "activity_lines": [
          10.687667,
          10.922818,
          11.907381,
          14.098667
        ]
      },
      {
        "date": "2026-05-22",
        "close": 10.645,
        "volume": 0,
        "typical_volume": 615.85,
        "trend": 16.5068,
        "fair_value": 22.378744,
        "relative_strength": -60.959736,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -63.001917,
        "energy": 82.716499,
        "activity_lines": [
          10.534067,
          10.862564,
          11.581814,
          13.690196
        ]
      },
      {
        "date": "2026-05-29",
        "close": 10.245,
        "volume": 0,
        "typical_volume": 615.85,
        "trend": 16.022967,
        "fair_value": 22.370442,
        "relative_strength": -62.479255,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.257571,
        "energy": 85.51312,
        "activity_lines": [
          10.351133,
          10.731764,
          11.273271,
          13.286209
        ]
      },
      {
        "date": "2026-06-05",
        "close": 10.165,
        "volume": 0,
        "typical_volume": 615.3,
        "trend": 15.624133,
        "fair_value": 22.362397,
        "relative_strength": -61.340098,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.334675,
        "energy": 85.788887,
        "activity_lines": [
          10.221533,
          10.595327,
          11.020848,
          12.908275
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      },
      {
        "date": "2026-06-12",
        "close": 9.916,
        "volume": 0,
        "typical_volume": 615.3,
        "trend": 15.218,
        "fair_value": 22.348269,
        "relative_strength": -62.278902,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -71.568709,
        "energy": 66.081766,
        "activity_lines": [
          10.121267,
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          10.804971,
          12.540009
        ]
      },
      {
        "date": "2026-06-19",
        "close": 9.59,
        "volume": 0,
        "typical_volume": 615.3,
        "trend": 14.849,
        "fair_value": 22.334615,
        "relative_strength": -63.958371,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -75.342853,
        "energy": 67.436207,
        "activity_lines": [
          9.9496,
          10.2248,
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          12.176912
        ]
      },
      {
        "date": "2026-06-26",
        "close": 9.764,
        "volume": 0,
        "typical_volume": 564.6,
        "trend": 14.432467,
        "fair_value": 22.320539,
        "relative_strength": -61.424668,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.641387,
        "energy": 64.237985,
        "activity_lines": [
          9.833533,
          10.071164,
          10.480257,
          11.848847
        ]
      },
      {
        "date": "2026-07-03",
        "close": 10.755,
        "volume": 0,
        "typical_volume": 203.0,
        "trend": 14.029633,
        "fair_value": 22.312558,
        "relative_strength": -57.143152,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.708965,
        "energy": 53.006605,
        "activity_lines": [
          10.106533,
          10.142091,
          10.490952,
          11.611591
        ]
      },
      {
        "date": "2026-07-10",
        "close": 10.45,
        "volume": 655,
        "typical_volume": 182.65,
        "trend": 13.6213,
        "fair_value": 22.305442,
        "relative_strength": -56.490174,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -49.026188,
        "energy": 41.2031,
        "activity_lines": [
          10.243867,
          10.170109,
          10.469862,
          11.380647
        ]
      },
      {
        "date": "2026-07-17",
        "close": 10.345,
        "volume": 3385,
        "typical_volume": 340.45,
        "trend": 13.1948,
        "fair_value": 22.297013,
        "relative_strength": -54.728226,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -43.606901,
        "energy": 31.936563,
        "activity_lines": [
          10.3272,
          10.204491,
          10.439986,
          11.169273
        ]
      },
      {
        "date": "2026-07-24",
        "close": 10.745,
        "volume": 0,
        "typical_volume": 340.45,
        "trend": 12.7963,
        "fair_value": 22.28884,
        "relative_strength": -52.216378,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -35.786127,
        "energy": 20.419497,
        "activity_lines": [
          10.515267,
          10.313964,
          10.448681,
          11.011221
        ]
      },
      {
        "date": "2026-07-31",
        "close": 11.595,
        "volume": 2008,
        "typical_volume": 428.25,
        "trend": 12.442133,
        "fair_value": 22.289833,
        "relative_strength": -46.901899,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": 0.157648,
        "energy": 8.753365,
        "activity_lines": [
          10.909667,
          10.556327,
          10.541614,
          10.933718
        ]
      },
      {
        "date": "2026-08-07",
        "close": 12.155,
        "volume": 3750,
        "typical_volume": 615.75,
        "trend": 12.059633,
        "fair_value": 22.272622,
        "relative_strength": -44.78234,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 16.84003,
        "energy": 26.230952,
        "activity_lines": [
          11.368667,
          10.883236,
          10.683929,
          10.915194
        ]
      }
    ],
    "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."
    }
  }
}