{
  "ticker": {
    "uuid": "c3123445-80eb-429e-9576-b95632a03ffc",
    "symbol": "BUSER",
    "name": "Bambuser 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": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 87.8,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -35.972,
    "architecture_energy": 57.812,
    "architecture_maturity": 19.356,
    "architecture_confidence": 82.193,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 15.89,
        "rotation_up": 15.5,
        "upward_expansion": 27.08,
        "deceleration": 49.71,
        "rotation_down": 72.87,
        "downward_expansion": 59.08
      },
      "activity_lines": [
        18.813333,
        20.283636,
        23.246667,
        23.165806
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -1.0
    },
    "latest_close": 17.6,
    "trend_reference": 21.780667,
    "distance_from_trend": -0.191944,
    "trend_direction": "Improving",
    "fair_value": 24.650981,
    "distance_from_fair_value": -0.286032,
    "fair_value_direction": "Weakening",
    "relative_strength": -21.19221,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.343511,
    "excess_performance": 0.282017,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.191944,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.153102,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.286032,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.4066,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.211922,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.718621,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.343511,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.235621,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 7600,
      "relative_activity": 0.149944,
      "balance": 0.235621,
      "dry_up": 0.349088,
      "accumulation_observations": 0,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.21722,
      "annualized_volatility": 1.206718,
      "from_high_reference": -0.59447,
      "from_low_reference": 0.708738
    },
    "levels": {
      "trend_reference": 21.780667,
      "fair_value_reference": 24.650981,
      "structural_low": 11.1,
      "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": 5,
        "median_return": 0.071429,
        "positive_rate": 0.8,
        "directional_follow_through": 0.2,
        "median_excess_return": 0.04516,
        "regime_survival": 0.2,
        "best_return": 0.104065,
        "worst_return": -0.315907,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.09998,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.153192,
        "regime_survival": 0.0,
        "best_return": 0.240079,
        "worst_return": -0.363462,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.191024,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.148483,
        "regime_survival": 0.25,
        "best_return": 1.601626,
        "worst_return": -0.778462,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.496949,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.44477,
        "regime_survival": 0.0,
        "best_return": -0.222469,
        "worst_return": -0.771429,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-22",
        "end": "2025-01-31",
        "tenure": "Developing",
        "return": 0.471502,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-02-07",
        "end": "2025-03-21",
        "tenure": "Developing",
        "return": -0.290541,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-28",
        "end": "2025-06-13",
        "tenure": "Developing",
        "return": -0.207826,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-06-20",
        "end": "2025-08-01",
        "tenure": "Developing",
        "return": -0.207229,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-08",
        "end": "2025-09-19",
        "tenure": "Developing",
        "return": 0.210687,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-26",
        "end": "2025-10-10",
        "tenure": "New",
        "return": -0.029167,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-17",
        "end": "2025-11-07",
        "tenure": "New",
        "return": -0.248529,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-14",
        "end": "2025-11-28",
        "tenure": "New",
        "return": 0.07439,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-05",
        "end": "2026-02-27",
        "tenure": "Established",
        "return": -0.003322,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-06",
        "end": "2026-03-13",
        "tenure": "New",
        "return": 0.405405,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-03-20",
        "end": "2026-04-17",
        "tenure": "Developing",
        "return": 0.290323,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-04-24",
        "end": "2026-06-05",
        "tenure": "Developing",
        "return": -0.021277,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-06-12",
        "end": "2026-07-24",
        "tenure": "Developing",
        "return": -0.248062,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-31",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.043478,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 48.060001,
        "volume": 18733,
        "typical_volume": 31129.85,
        "trend": 81.994,
        "fair_value": 327.100193,
        "relative_strength": -52.07744,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -70.672332,
        "energy": 48.959861,
        "activity_lines": [
          53.496001,
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      },
      {
        "date": "2023-08-25",
        "close": 44.880001,
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      },
      {
        "date": "2023-09-01",
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      },
      {
        "date": "2023-09-08",
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        "activity_lines": [
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      },
      {
        "date": "2023-09-15",
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      },
      {
        "date": "2023-09-22",
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        "date": "2026-05-08",
        "close": 31.200001,
        "volume": 48913,
        "typical_volume": 87846.9,
        "trend": 17.878767,
        "fair_value": 27.843032,
        "relative_strength": 50.669861,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 61.813848,
        "energy": 62.942907,
        "activity_lines": [
          30.413334,
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          22.650705,
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        ]
      },
      {
        "date": "2026-05-15",
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        "volume": 31884,
        "typical_volume": 87654.85,
        "trend": 18.265433,
        "fair_value": 27.607776,
        "relative_strength": 54.339474,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 63.515737,
        "energy": 57.246396,
        "activity_lines": [
          31.24,
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          23.852857,
          21.082086
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      },
      {
        "date": "2026-05-22",
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        "volume": 41437,
        "typical_volume": 89009.5,
        "trend": 18.5871,
        "fair_value": 27.303289,
        "relative_strength": 33.55387,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 58.147788,
        "energy": 43.20695,
        "activity_lines": [
          30.56,
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          24.676667,
          21.774639
        ]
      },
      {
        "date": "2026-05-29",
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        "volume": 47920,
        "typical_volume": 90524.85,
        "trend": 18.888767,
        "fair_value": 27.019955,
        "relative_strength": 21.854955,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
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        "energy": 33.313885,
        "activity_lines": [
          29.28,
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          25.202381,
          22.2916
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      },
      {
        "date": "2026-06-05",
        "close": 27.6,
        "volume": 6348,
        "typical_volume": 88811.3,
        "trend": 19.297767,
        "fair_value": 26.77284,
        "relative_strength": 26.125846,
        "stage": 2,
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        "modifier": "Early expansion",
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        "direction": 40.865932,
        "energy": 24.687463,
        "activity_lines": [
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          22.853615
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      },
      {
        "date": "2026-06-12",
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        "volume": 2422,
        "typical_volume": 87803.35,
        "trend": 19.747767,
        "fair_value": 26.537263,
        "relative_strength": 17.131471,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "typical_volume": 86436.2,
        "trend": 20.143767,
        "fair_value": 26.273801,
        "relative_strength": 4.862788,
        "stage": 1,
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        "activity_lines": [
          25.68,
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      },
      {
        "date": "2026-06-26",
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        "volume": 3250,
        "typical_volume": 86025.05,
        "trend": 20.469933,
        "fair_value": 26.055468,
        "relative_strength": 4.699567,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 21.17147,
        "energy": 15.946622,
        "activity_lines": [
          24.52,
          26.512727,
          26.065714,
          23.693015
        ]
      },
      {
        "date": "2026-07-03",
        "close": 21.0,
        "volume": 4095,
        "typical_volume": 84517.8,
        "trend": 20.718433,
        "fair_value": 25.842776,
        "relative_strength": -6.595456,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 0.886739,
        "energy": 12.557284,
        "activity_lines": [
          23.093333,
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          25.788571,
          23.727213
        ]
      },
      {
        "date": "2026-07-10",
        "close": 21.6,
        "volume": 5111,
        "typical_volume": 84204.45,
        "trend": 20.998433,
        "fair_value": 25.619699,
        "relative_strength": -1.612944,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 0.304575,
        "energy": 16.444487,
        "activity_lines": [
          22.24,
          24.258182,
          25.529048,
          23.784088
        ]
      },
      {
        "date": "2026-07-17",
        "close": 20.4,
        "volume": 9760,
        "typical_volume": 81197.7,
        "trend": 21.264933,
        "fair_value": 25.404314,
        "relative_strength": -5.552889,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": -8.362161,
        "energy": 34.764102,
        "activity_lines": [
          21.386667,
          23.218182,
          25.114286,
          23.74548
        ]
      },
      {
        "date": "2026-07-24",
        "close": 19.4,
        "volume": 37796,
        "typical_volume": 79185.2,
        "trend": 21.493333,
        "fair_value": 25.113288,
        "relative_strength": -11.176633,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -31.408058,
        "energy": 51.20222,
        "activity_lines": [
          20.56,
          22.192727,
          24.571429,
          23.625161
        ]
      },
      {
        "date": "2026-07-31",
        "close": 18.4,
        "volume": 15619,
        "typical_volume": 75274.1,
        "trend": 21.626667,
        "fair_value": 24.885468,
        "relative_strength": -16.482556,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -34.374738,
        "energy": 55.596587,
        "activity_lines": [
          19.666667,
          21.214545,
          23.929048,
          23.425591
        ]
      },
      {
        "date": "2026-08-07",
        "close": 17.6,
        "volume": 7600,
        "typical_volume": 50685.65,
        "trend": 21.780667,
        "fair_value": 24.650981,
        "relative_strength": -21.19221,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -35.971816,
        "energy": 57.81249,
        "activity_lines": [
          18.813333,
          20.283636,
          23.246667,
          23.165806
        ]
      }
    ],
    "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."
    }
  }
}