{
  "ticker": {
    "uuid": "1c7354a8-6402-4a3b-aaf9-3852a8bc734e",
    "symbol": "KNOS",
    "name": "Kainos Group plc",
    "exchange": "LSE",
    "country": "GB",
    "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": "^FTSE",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "confidence": 62.994,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "up",
    "architecture_direction": 71.501,
    "architecture_energy": 57.537,
    "architecture_maturity": 37.441,
    "architecture_confidence": 68.862,
    "architecture_tenure": "Established",
    "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": 32.95,
        "rotation_up": 70.46,
        "upward_expansion": 82.86,
        "deceleration": 48.59,
        "rotation_down": 14.51,
        "downward_expansion": 14.2
      },
      "activity_lines": [
        870.133333,
        836.509091,
        830.283333,
        818.925806
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.333333
    },
    "latest_close": 933.5,
    "trend_reference": 816.7,
    "distance_from_trend": 0.143015,
    "trend_direction": "Weakening",
    "fair_value": 912.116092,
    "distance_from_fair_value": 0.023444,
    "fair_value_direction": "Improving",
    "relative_strength": -0.885293,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.212338,
    "excess_performance": 0.161102,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.143015,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.072294,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.023444,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.167457,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.008853,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.082427,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.212338,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.338937,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1085872,
      "relative_activity": 0.705013,
      "balance": 2.338937,
      "dry_up": 1.081196,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.076396,
      "annualized_volatility": 0.39109,
      "from_high_reference": -0.215546,
      "from_low_reference": 0.3722
    },
    "levels": {
      "trend_reference": 816.7,
      "fair_value_reference": 912.116092,
      "structural_low": 686.0,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 18,
        "median_return": -0.033881,
        "positive_rate": 0.222222,
        "directional_follow_through": 0.222222,
        "median_excess_return": -0.042402,
        "regime_survival": 0.666667,
        "best_return": 0.263083,
        "worst_return": -0.201521,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.116197,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.145762,
        "regime_survival": 0.0,
        "best_return": 0.287127,
        "worst_return": -0.303302,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.104923,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.145016,
        "regime_survival": 0.5,
        "best_return": 0.458045,
        "worst_return": -0.260813,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.224241,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.267186,
        "regime_survival": 0.75,
        "best_return": 0.227549,
        "worst_return": -0.311191,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-02-02",
        "end": "2024-03-29",
        "tenure": "Developing",
        "return": -0.163345,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-04-05",
        "end": "2024-05-17",
        "tenure": "Developing",
        "return": 0.081466,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-06-07",
        "tenure": "New",
        "return": -0.018062,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-07-05",
        "tenure": "New",
        "return": -0.02011,
        "active": false
      },
      {
        "regime": "balance",
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        "tenure": "Developing",
        "return": 0.022181,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-09-06",
        "end": "2024-09-13",
        "tenure": "New",
        "return": 0.035714,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-05-16",
        "tenure": "Extended",
        "return": -0.081522,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "end": "2025-05-30",
        "tenure": "New",
        "return": 0.005532,
        "active": false
      },
      {
        "regime": "balance",
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        "end": "2025-08-29",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2026-01-09",
        "tenure": "Established",
        "return": 0.166354,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-02-06",
        "tenure": "New",
        "return": -0.23,
        "active": false
      },
      {
        "regime": "rotation_down",
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      {
        "regime": "downward_expansion",
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        "return": 0.119064,
        "active": false
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      {
        "regime": "balance",
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        "tenure": "Established",
        "return": 0.146102,
        "active": true
      }
    ],
    "chart_path": [
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      {
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      },
      {
        "date": "2026-07-24",
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      },
      {
        "date": "2026-07-31",
        "close": 880.5,
        "volume": 3282094,
        "typical_volume": 1626785.75,
        "trend": 819.65,
        "fair_value": 914.362232,
        "relative_strength": -6.071013,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 20.835261,
        "energy": 15.002174,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 933.5,
        "volume": 1085872,
        "typical_volume": 1540215.45,
        "trend": 816.7,
        "fair_value": 912.116092,
        "relative_strength": -0.885293,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
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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."
    }
  }
}