{
  "ticker": {
    "uuid": "687ab0bf-d0ea-41e1-affd-27301c256203",
    "symbol": "AMUN",
    "name": "Amundi S.A.",
    "exchange": "VIE",
    "country": "AT",
    "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": "^ATX",
    "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": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 95.402,
    "architecture_energy": 97.71,
    "architecture_maturity": 43.352,
    "architecture_confidence": 70.055,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 0.0,
        "rotation_up": 89.9,
        "upward_expansion": 99.9,
        "deceleration": 39.02,
        "rotation_down": 8.6,
        "downward_expansion": 21.9
      },
      "activity_lines": [
        92.933333,
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        82.961359
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      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 97.400002,
    "trend_reference": 80.039385,
    "distance_from_trend": 0.216901,
    "trend_direction": "Improving",
    "fair_value": 64.628936,
    "distance_from_fair_value": 0.507065,
    "fair_value_direction": "Improving",
    "relative_strength": 7.316126,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.237611,
    "excess_performance": 0.063364,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.216901,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.084168,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.507065,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.206961,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.073161,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.107666,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.237611,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": null,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 0,
      "relative_activity": 0.0,
      "balance": null,
      "dry_up": 0.0,
      "accumulation_observations": 0,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.029896,
      "annualized_volatility": 0.255913,
      "from_high_reference": 0.0,
      "from_low_reference": 0.579886
    },
    "levels": {
      "trend_reference": 80.039385,
      "fair_value_reference": 64.628936,
      "structural_low": 69.237251,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 29,
        "median_return": -0.005082,
        "positive_rate": 0.482759,
        "directional_follow_through": 0.482759,
        "median_excess_return": 3.5e-05,
        "regime_survival": 0.689655,
        "best_return": 0.115693,
        "worst_return": -0.127113,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": -0.002966,
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        "directional_follow_through": 0.5,
        "median_excess_return": -0.067292,
        "regime_survival": 0.2,
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        "worst_return": -0.100346,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
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        "positive_rate": 0.666667,
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        "worst_return": -0.056455,
        "sufficient": true
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        "horizon": "Full cycle",
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        "worst_return": -0.273722,
        "sufficient": false
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        "regime": "deceleration",
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      },
      {
        "date": "2026-05-08",
        "close": 80.024384,
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        "typical_volume": 4.75,
        "trend": 72.253076,
        "fair_value": 61.552299,
        "relative_strength": -3.450456,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": 56.953516,
        "energy": 46.328742,
        "activity_lines": [
          76.729636,
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      },
      {
        "date": "2026-05-15",
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        "volume": 0,
        "typical_volume": 4.75,
        "trend": 72.771988,
        "fair_value": 61.74327,
        "relative_strength": -1.501374,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "direction": 70.194103,
        "energy": 67.938854,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 4.75,
        "trend": 73.306409,
        "fair_value": 61.949605,
        "relative_strength": -2.487798,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 72.438881,
        "energy": 76.582456,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 79.976868,
        "volume": 0,
        "typical_volume": 4.75,
        "trend": 73.825638,
        "fair_value": 62.157173,
        "relative_strength": -6.903094,
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        "modifier": "Re-accelerating",
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        "direction": 60.754868,
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        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
        "close": 81.212395,
        "volume": 0,
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        "trend": 74.311051,
        "fair_value": 62.370099,
        "relative_strength": -4.148409,
        "stage": 2,
        "regime": "upward_expansion",
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        "direction": 66.461225,
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 82.400002,
        "volume": 0,
        "typical_volume": 4.75,
        "trend": 74.857718,
        "fair_value": 62.587507,
        "relative_strength": -5.174357,
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        "gate": "up",
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      },
      {
        "date": "2026-06-19",
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        "trend": 75.469385,
        "fair_value": 62.828407,
        "relative_strength": -6.745992,
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        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 83.099998,
        "volume": 0,
        "typical_volume": 1.25,
        "trend": 75.941052,
        "fair_value": 63.052295,
        "relative_strength": -5.862113,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 67.802476,
        "energy": 73.52923,
        "activity_lines": [
          82.793443,
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          77.930906
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      },
      {
        "date": "2026-07-03",
        "close": 87.199997,
        "volume": 0,
        "typical_volume": 1.25,
        "trend": 76.561051,
        "fair_value": 63.30958,
        "relative_strength": -3.309359,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 86.078382,
        "energy": 87.609711,
        "activity_lines": [
          84.467491,
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      },
      {
        "date": "2026-07-10",
        "close": 87.300003,
        "volume": 0,
        "typical_volume": 1.25,
        "trend": 77.222718,
        "fair_value": 63.551283,
        "relative_strength": -1.669634,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 81.639578,
        "energy": 90.05576,
        "activity_lines": [
          85.693333,
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          80.888776,
          79.350126
        ]
      },
      {
        "date": "2026-07-17",
        "close": 89.099998,
        "volume": 0,
        "typical_volume": 1.25,
        "trend": 77.886052,
        "fair_value": 63.80737,
        "relative_strength": 2.542084,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 85.264432,
        "energy": 92.636968,
        "activity_lines": [
          87.113332,
          85.139323,
          81.87553,
          80.116402
        ]
      },
      {
        "date": "2026-07-24",
        "close": 87.699997,
        "volume": 0,
        "typical_volume": 1.25,
        "trend": 78.474385,
        "fair_value": 64.036838,
        "relative_strength": -0.256593,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 69.785118,
        "energy": 86.972453,
        "activity_lines": [
          87.619999,
          85.859518,
          82.693713,
          80.74956
        ]
      },
      {
        "date": "2026-07-31",
        "close": 94.599998,
        "volume": 0,
        "typical_volume": 1.25,
        "trend": 79.242718,
        "fair_value": 64.316228,
        "relative_strength": 7.499388,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 94.712819,
        "energy": 96.143144,
        "activity_lines": [
          90.193332,
          87.714574,
          84.105706,
          81.789922
        ]
      },
      {
        "date": "2026-08-07",
        "close": 97.400002,
        "volume": 0,
        "typical_volume": 1.25,
        "trend": 80.039385,
        "fair_value": 64.628936,
        "relative_strength": 7.316126,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 95.402125,
        "energy": 97.710007,
        "activity_lines": [
          92.933333,
          89.845679,
          85.689365,
          82.961359
        ]
      }
    ],
    "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."
    }
  }
}