{
  "ticker": {
    "uuid": "ae438b0c-2b8a-4c3d-b0ec-723c820a441e",
    "symbol": "MUM",
    "name": "Mensch und Maschine Software SE",
    "exchange": "GER",
    "country": "DE",
    "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": "^GDAXI",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 68.696,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -12.208,
    "architecture_energy": 6.116,
    "architecture_maturity": 23.813,
    "architecture_confidence": 46.003,
    "architecture_tenure": "Developing",
    "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": 55.89,
        "rotation_up": 25.38,
        "upward_expansion": 30.75,
        "deceleration": 51.26,
        "rotation_down": 34.47,
        "downward_expansion": 48.08
      },
      "activity_lines": [
        36.18,
        36.030909,
        36.167993,
        36.009291
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Stable",
      "price_acceptance": 0.333333
    },
    "latest_close": 36.5,
    "trend_reference": 36.420649,
    "distance_from_trend": 0.002179,
    "trend_direction": "Weakening",
    "fair_value": 45.270191,
    "distance_from_fair_value": -0.19373,
    "fair_value_direction": "Improving",
    "relative_strength": -13.614565,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.098395,
    "excess_performance": -0.163035,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.002179,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.041421,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.19373,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.016914,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.136146,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.020024,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.098395,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.592098,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 49828,
      "relative_activity": 0.718053,
      "balance": 1.592098,
      "dry_up": 1.024098,
      "accumulation_observations": 4,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.061638,
      "annualized_volatility": 0.316671,
      "from_high_reference": -0.25648,
      "from_low_reference": 0.167585
    },
    "levels": {
      "trend_reference": 36.420649,
      "fair_value_reference": 45.270191,
      "structural_low": 31.261095,
      "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": 19,
        "median_return": 0.0,
        "positive_rate": 0.421053,
        "directional_follow_through": 0.421053,
        "median_excess_return": -0.021331,
        "regime_survival": 0.631579,
        "best_return": 0.132109,
        "worst_return": -0.12999,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.015752,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.036454,
        "regime_survival": 0.25,
        "best_return": 0.122807,
        "worst_return": -0.138042,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.007663,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.004573,
        "regime_survival": 0.0,
        "best_return": 0.206999,
        "worst_return": -0.094703,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.090981,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.071838,
        "regime_survival": 0.0,
        "best_return": 0.241101,
        "worst_return": -0.252761,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-10-20",
        "end": "2023-11-17",
        "tenure": "Developing",
        "return": 0.146779,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2023-11-24",
        "end": "2024-01-05",
        "tenure": "Developing",
        "return": -0.026616,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-01-12",
        "end": "2024-03-08",
        "tenure": "Developing",
        "return": -0.012846,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-03-15",
        "end": "2024-04-12",
        "tenure": "Developing",
        "return": -0.012922,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-04-19",
        "end": "2024-05-03",
        "tenure": "New",
        "return": 0.122568,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-10",
        "end": "2024-08-30",
        "tenure": "Established",
        "return": 0.027726,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-09-06",
        "end": "2024-11-15",
        "tenure": "Developing",
        "return": -0.050909,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-22",
        "end": "2025-05-02",
        "tenure": "Established",
        "return": 0.096591,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-09",
        "end": "2025-05-23",
        "tenure": "New",
        "return": -0.042553,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-05-30",
        "end": "2025-06-27",
        "tenure": "Developing",
        "return": -0.046763,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-07-04",
        "end": "2025-08-08",
        "tenure": "Developing",
        "return": -0.067765,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-08-15",
        "end": "2025-09-19",
        "tenure": "Developing",
        "return": -0.07767,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-09-26",
        "end": "2026-05-22",
        "tenure": "Extended",
        "return": -0.174465,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "start": "2026-05-29",
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        "tenure": "Developing",
        "return": -0.04824,
        "active": true
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    ],
    "chart_path": [
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        "direction": -61.752552,
        "energy": 50.50191,
        "activity_lines": [
          33.796034,
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        ]
      },
      {
        "date": "2026-04-24",
        "close": 37.834911,
        "volume": 141238,
        "typical_volume": 101030.65,
        "trend": 38.845419,
        "fair_value": 46.286402,
        "relative_strength": -13.104572,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
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        "energy": 24.391238,
        "activity_lines": [
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 101523.55,
        "trend": 38.660974,
        "fair_value": 46.244221,
        "relative_strength": -13.003751,
        "stage": 4,
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        "energy": 24.970945,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
        "close": 36.463394,
        "volume": 122554,
        "typical_volume": 105107.25,
        "trend": 38.410317,
        "fair_value": 46.193831,
        "relative_strength": -15.616943,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
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        "energy": 27.115925,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
        "close": 35.200001,
        "volume": 130137,
        "typical_volume": 111113.65,
        "trend": 38.155383,
        "fair_value": 46.124798,
        "relative_strength": -16.56008,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -27.091028,
        "energy": 24.889257,
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          36.467906,
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          35.833427,
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        ]
      },
      {
        "date": "2026-05-22",
        "close": 36.700001,
        "volume": 91816,
        "typical_volume": 114486.05,
        "trend": 38.029271,
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        "relative_strength": -15.650375,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -15.370204,
        "energy": 14.104465,
        "activity_lines": [
          36.479662,
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      },
      {
        "date": "2026-05-29",
        "close": 38.349998,
        "volume": 72332,
        "typical_volume": 115199.5,
        "trend": 37.994417,
        "fair_value": 46.030218,
        "relative_strength": -11.974079,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "direction": 1.154854,
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        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
        "close": 37.75,
        "volume": 9028,
        "typical_volume": 112593.8,
        "trend": 37.956905,
        "fair_value": 45.975251,
        "relative_strength": -11.518765,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -3.677337,
        "energy": 10.732418,
        "activity_lines": [
          37.274226,
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      },
      {
        "date": "2026-06-12",
        "close": 36.0,
        "volume": 10276,
        "typical_volume": 110526.4,
        "trend": 37.873671,
        "fair_value": 45.890258,
        "relative_strength": -14.46066,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -11.45319,
        "energy": 13.296616,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "relative_strength": -17.987665,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "direction": -38.528024,
        "energy": 16.622774,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "volume": 10009,
        "typical_volume": 104608.55,
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        "fair_value": 45.718492,
        "relative_strength": -14.160882,
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        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -34.249863,
        "energy": 20.326026,
        "activity_lines": [
          35.909999,
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      },
      {
        "date": "2026-07-03",
        "close": 36.400002,
        "volume": 6099,
        "typical_volume": 93155.75,
        "trend": 37.426143,
        "fair_value": 45.647461,
        "relative_strength": -15.268687,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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          35.883334,
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      },
      {
        "date": "2026-07-10",
        "close": 36.700001,
        "volume": 28435,
        "typical_volume": 85963.8,
        "trend": 37.22909,
        "fair_value": 45.576074,
        "relative_strength": -11.491587,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -25.438401,
        "energy": 16.480657,
        "activity_lines": [
          36.086667,
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          36.045041,
          36.272231
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      },
      {
        "date": "2026-07-17",
        "close": 34.549999,
        "volume": 44392,
        "typical_volume": 83793.6,
        "trend": 36.96983,
        "fair_value": 45.492615,
        "relative_strength": -15.13251,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -46.457416,
        "energy": 23.869351,
        "activity_lines": [
          35.643333,
          35.982727,
          35.943954,
          36.099386
        ]
      },
      {
        "date": "2026-07-24",
        "close": 35.200001,
        "volume": 87468,
        "typical_volume": 80343.45,
        "trend": 36.736966,
        "fair_value": 45.411612,
        "relative_strength": -13.871539,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -47.697205,
        "energy": 23.903411,
        "activity_lines": [
          35.513334,
          35.801818,
          35.918161,
          35.985204
        ]
      },
      {
        "date": "2026-07-31",
        "close": 37.2,
        "volume": 102574,
        "typical_volume": 76974.2,
        "trend": 36.589686,
        "fair_value": 45.34514,
        "relative_strength": -10.238132,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -6.869528,
        "energy": 3.977574,
        "activity_lines": [
          36.016667,
          35.984546,
          36.085484,
          36.015077
        ]
      },
      {
        "date": "2026-08-07",
        "close": 36.5,
        "volume": 49828,
        "typical_volume": 69393.25,
        "trend": 36.420649,
        "fair_value": 45.270191,
        "relative_strength": -13.614565,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -12.208082,
        "energy": 6.11593,
        "activity_lines": [
          36.18,
          36.030909,
          36.167993,
          36.009291
        ]
      }
    ],
    "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."
    }
  }
}