{
  "ticker": {
    "uuid": "efb8d6a7-79fa-44d8-a534-cf84b7719db0",
    "symbol": "KNCT",
    "name": "INVESCO EXCHANGE TRADED FD TR NEXT GEN CONNECTIVITY ETF",
    "exchange": "NYSEARCA",
    "country": "US",
    "assetType": "etf"
  },
  "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": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 34.104,
    "architecture_energy": 22.012,
    "architecture_maturity": 73.147,
    "architecture_confidence": 91.503,
    "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": 49.17,
        "rotation_up": 23.29,
        "upward_expansion": 55.2,
        "deceleration": 91.12,
        "rotation_down": 30.47,
        "downward_expansion": 18.86
      },
      "activity_lines": [
        191.425073,
        195.00668,
        192.918746,
        183.325982
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.166667
    },
    "latest_close": 196.3659,
    "trend_reference": 170.480341,
    "distance_from_trend": 0.151839,
    "trend_direction": "Improving",
    "fair_value": 114.670578,
    "distance_from_fair_value": 0.712435,
    "fair_value_direction": "Weakening",
    "relative_strength": 15.394662,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.370433,
    "excess_performance": 0.244808,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.151839,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.144081,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.712435,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.092314,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.153947,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.124593,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.370433,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.842532,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 13384,
      "relative_activity": 0.710322,
      "balance": 0.842532,
      "dry_up": 0.904183,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.083992,
      "annualized_volatility": 0.308494,
      "from_high_reference": -0.105119,
      "from_low_reference": 0.741575
    },
    "levels": {
      "trend_reference": 170.480341,
      "fair_value_reference": 114.670578,
      "structural_low": 133.48,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 13,
        "median_return": 0.044126,
        "positive_rate": 0.692308,
        "directional_follow_through": 0.692308,
        "median_excess_return": 0.014121,
        "regime_survival": 0.461538,
        "best_return": 0.218833,
        "worst_return": -0.05502,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.076209,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
        "median_excess_return": 0.00563,
        "regime_survival": 0.142857,
        "best_return": 0.498611,
        "worst_return": -0.10347,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.127628,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.019361,
        "regime_survival": 0.0,
        "best_return": 0.188786,
        "worst_return": -0.051187,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.196194,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.012234,
        "regime_survival": 0.333333,
        "best_return": 0.307858,
        "worst_return": -0.207436,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-04-26",
        "end": "2024-05-24",
        "tenure": "Developing",
        "return": 0.055768,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-31",
        "end": "2024-08-02",
        "tenure": "Developing",
        "return": 0.003828,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-09",
        "end": "2024-09-13",
        "tenure": "Developing",
        "return": 0.056035,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-09-20",
        "end": "2025-01-10",
        "tenure": "Established",
        "return": 0.025472,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-17",
        "end": "2025-01-24",
        "tenure": "New",
        "return": 0.02105,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-01-31",
        "end": "2025-03-07",
        "tenure": "Developing",
        "return": -0.025065,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-14",
        "end": "2025-03-28",
        "tenure": "New",
        "return": -0.018939,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-04",
        "end": "2025-04-11",
        "tenure": "New",
        "return": 0.066,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-18",
        "end": "2025-05-16",
        "tenure": "Developing",
        "return": 0.138972,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-23",
        "end": "2025-06-27",
        "tenure": "Developing",
        "return": 0.071071,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-04",
        "end": "2026-03-20",
        "tenure": "Extended",
        "return": 0.200433,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-03-27",
        "end": "2026-04-17",
        "tenure": "New",
        "return": 0.175583,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "tenure": "Established",
        "return": 0.122426,
        "active": false
      },
      {
        "regime": "deceleration",
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        "color": "amber",
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        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.041821,
        "active": true
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    ],
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      },
      {
        "date": "2026-07-17",
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 17651.8,
        "trend": 166.874111,
        "fair_value": 113.180035,
        "relative_strength": 17.267779,
        "stage": 2,
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        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
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        "volume": 26467,
        "typical_volume": 18620.95,
        "trend": 168.563111,
        "fair_value": 113.896671,
        "relative_strength": 14.407968,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 32.086964,
        "energy": 21.654264,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 196.3659,
        "volume": 13384,
        "typical_volume": 18842.15,
        "trend": 170.480341,
        "fair_value": 114.670578,
        "relative_strength": 15.394662,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.10411,
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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."
    }
  }
}