{
  "ticker": {
    "uuid": "4332a4e7-d70a-4b3d-9c04-99f568244fbb",
    "symbol": "HILB-B",
    "name": "Hilbert Group AB (publ)",
    "exchange": "STO",
    "country": "SE",
    "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": "^OMX",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -39.021,
    "architecture_energy": 24.796,
    "architecture_maturity": 100.0,
    "architecture_confidence": 75.144,
    "architecture_tenure": "Extended",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 34.0,
        "rotation_up": 27.61,
        "upward_expansion": 20.23,
        "deceleration": 44.59,
        "rotation_down": 29.03,
        "downward_expansion": 58.9
      },
      "activity_lines": [
        4.196,
        4.111091,
        4.222286,
        4.652022
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 4.25,
    "trend_reference": 5.289167,
    "distance_from_trend": -0.196471,
    "trend_direction": "Weakening",
    "fair_value": 6.088365,
    "distance_from_fair_value": -0.301947,
    "fair_value_direction": "Improving",
    "relative_strength": -49.530361,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.35994,
    "excess_performance": -0.421434,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.196471,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.225466,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.301947,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.046737,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.495304,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.091327,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.35994,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.884804,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 343491,
      "relative_activity": 0.293783,
      "balance": 2.884804,
      "dry_up": 0.534933,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.13276,
      "annualized_volatility": 0.702809,
      "from_high_reference": -0.714765,
      "from_low_reference": 0.19382
    },
    "levels": {
      "trend_reference": 5.289167,
      "fair_value_reference": 6.088365,
      "structural_low": 3.56,
      "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": 12,
        "median_return": 0.005874,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.024129,
        "regime_survival": 0.833333,
        "best_return": 0.595745,
        "worst_return": -0.348131,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.095799,
        "positive_rate": 0.5,
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        "worst_return": -0.282353,
        "sufficient": false
      },
      {
        "horizon": "Extended",
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        "regime_survival": 0.5,
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        "worst_return": -0.483529,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
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        "worst_return": 0.021583,
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      }
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      },
      {
        "date": "2026-07-17",
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        "volume": 980996,
        "typical_volume": 1424148.85,
        "trend": 5.717,
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        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -47.205474,
        "energy": 35.282845,
        "activity_lines": [
          4.084,
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          4.396857,
          4.920688
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      },
      {
        "date": "2026-07-24",
        "close": 4.095,
        "volume": 886222,
        "typical_volume": 1351114.85,
        "trend": 5.570167,
        "fair_value": 6.095353,
        "relative_strength": -51.656897,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -45.725179,
        "energy": 35.278014,
        "activity_lines": [
          4.098667,
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          4.315476,
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      },
      {
        "date": "2026-07-31",
        "close": 4.2,
        "volume": 291070,
        "typical_volume": 1231276.3,
        "trend": 5.422167,
        "fair_value": 6.089968,
        "relative_strength": -50.113733,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -42.015483,
        "energy": 30.163772,
        "activity_lines": [
          4.132667,
          4.074,
          4.259643,
          4.727645
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.25,
        "volume": 343491,
        "typical_volume": 1169201.45,
        "trend": 5.289167,
        "fair_value": 6.088365,
        "relative_strength": -49.530361,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -39.021393,
        "energy": 24.796356,
        "activity_lines": [
          4.196,
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          4.222286,
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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."
    }
  }
}