{
  "ticker": {
    "uuid": "6ee9a182-3d01-4560-b80a-d41e99b63d31",
    "symbol": "VU",
    "name": "Vusion S.A.",
    "exchange": "PAR",
    "country": "FR",
    "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": "^FCHI",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4c",
    "phase_label": "Stage 4C \u00b7 Repair watch",
    "transition": "stage_4_to_1_watch",
    "transition_label": "Stage 4 \u2192 1 repair watch",
    "confidence": 62.624,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "up",
    "architecture_direction": 36.331,
    "architecture_energy": 17.264,
    "architecture_maturity": 27.349,
    "architecture_confidence": 59.343,
    "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": 49.8,
        "rotation_up": 40.42,
        "upward_expansion": 57.67,
        "deceleration": 71.2,
        "rotation_down": 25.93,
        "downward_expansion": 23.34
      },
      "activity_lines": [
        128.46,
        128.585851,
        127.571113,
        124.800521
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.666667
    },
    "latest_close": 129.600006,
    "trend_reference": 123.699028,
    "distance_from_trend": 0.047704,
    "trend_direction": "Weakening",
    "fair_value": 157.467783,
    "distance_from_fair_value": -0.176974,
    "fair_value_direction": "Improving",
    "relative_strength": -26.52856,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.026941,
    "excess_performance": -0.02637,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.047704,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.169517,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.176974,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.093529,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.265286,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.147085,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.026941,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.201313,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 453830,
      "relative_activity": 1.666251,
      "balance": 1.201313,
      "dry_up": 1.290369,
      "accumulation_observations": 4,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.105775,
      "annualized_volatility": 0.517271,
      "from_high_reference": -0.505343,
      "from_low_reference": 0.296648
    },
    "levels": {
      "trend_reference": 123.699028,
      "fair_value_reference": 157.467783,
      "structural_low": 99.949997,
      "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": 11,
        "median_return": 0.009901,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.545455,
        "median_excess_return": 0.015545,
        "regime_survival": 0.545455,
        "best_return": 0.228291,
        "worst_return": -0.081911,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.020177,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.043762,
        "regime_survival": 0.333333,
        "best_return": 0.435294,
        "worst_return": -0.413023,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.084272,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.071569,
        "regime_survival": 0.25,
        "best_return": 0.877941,
        "worst_return": -0.465217,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.42725,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.411279,
        "regime_survival": 0.5,
        "best_return": 0.77184,
        "worst_return": 0.08266,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-24",
        "end": "2024-06-07",
        "tenure": "New",
        "return": 0.025087,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-06-14",
        "end": "2024-09-20",
        "tenure": "Established",
        "return": 0.123919,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-09-27",
        "end": "2024-10-25",
        "tenure": "Developing",
        "return": -0.065089,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-11-01",
        "end": "2024-12-20",
        "tenure": "Developing",
        "return": 0.106082,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-12-27",
        "end": "2025-02-07",
        "tenure": "Developing",
        "return": -0.069555,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-02-14",
        "end": "2025-02-28",
        "tenure": "New",
        "return": 0.258262,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-03-07",
        "end": "2025-07-25",
        "tenure": "Established",
        "return": 0.257336,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-01",
        "end": "2025-09-05",
        "tenure": "Developing",
        "return": -0.113494,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-09-12",
        "end": "2025-10-03",
        "tenure": "New",
        "return": 0.22158,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-10-10",
        "end": "2025-10-17",
        "tenure": "New",
        "return": -0.023577,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-24",
        "end": "2025-10-31",
        "tenure": "New",
        "return": 0.024597,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-11-07",
        "end": "2025-11-28",
        "tenure": "New",
        "return": -0.028837,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-05",
        "end": "2026-05-29",
        "tenure": "Established",
        "return": -0.364938,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-06-05",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.073768,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 249801.2,
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        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2023-08-25",
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      },
      {
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      },
      {
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      },
      {
        "date": "2026-04-24",
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        "typical_volume": 386396.85,
        "trend": 168.841427,
        "fair_value": 158.138505,
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        "modifier": "Established contraction",
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        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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        "date": "2026-05-15",
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      },
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        "energy": 18.228413,
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "volume": 77258,
        "typical_volume": 407528.05,
        "trend": 146.445694,
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        "relative_strength": -26.590531,
        "stage": 4,
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        "modifier": "Balance after decline",
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        "direction": 5.803899,
        "energy": 18.632265,
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      },
      {
        "date": "2026-06-12",
        "close": 132.399994,
        "volume": 69893,
        "typical_volume": 382853.3,
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        "fair_value": 156.64544,
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        "stage": 4,
        "regime": "balance",
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      },
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      },
      {
        "date": "2026-06-26",
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        "fair_value": 157.147656,
        "relative_strength": -35.090965,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "energy": 13.576921,
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      },
      {
        "date": "2026-07-03",
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        "trend": 135.689028,
        "fair_value": 157.289512,
        "relative_strength": -25.481865,
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        "regime": "balance",
        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-07-10",
        "close": 135.800003,
        "volume": 249244,
        "typical_volume": 302541.1,
        "trend": 133.475695,
        "fair_value": 157.31007,
        "relative_strength": -23.982343,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 6.642578,
        "energy": 6.032469,
        "activity_lines": [
          131.000001,
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      },
      {
        "date": "2026-07-17",
        "close": 115.900002,
        "volume": 425874,
        "typical_volume": 292774.2,
        "trend": 130.812361,
        "fair_value": 157.223484,
        "relative_strength": -34.057663,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -30.642949,
        "energy": 14.888238,
        "activity_lines": [
          126.486669,
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          125.26403,
          124.497537
        ]
      },
      {
        "date": "2026-07-24",
        "close": 129.899994,
        "volume": 188767,
        "typical_volume": 273444.65,
        "trend": 128.505694,
        "fair_value": 157.270032,
        "relative_strength": -25.361665,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -9.863295,
        "energy": 9.354298,
        "activity_lines": [
          127.74,
          128.474,
          126.117978,
          124.438675
        ]
      },
      {
        "date": "2026-07-31",
        "close": 130.399994,
        "volume": 337339,
        "typical_volume": 269645.55,
        "trend": 125.885694,
        "fair_value": 157.358071,
        "relative_strength": -25.293166,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 10.151117,
        "energy": 6.66688,
        "activity_lines": [
          128.579997,
          128.598301,
          126.930021,
          124.560888
        ]
      },
      {
        "date": "2026-08-07",
        "close": 129.600006,
        "volume": 453830,
        "typical_volume": 272365.95,
        "trend": 123.699028,
        "fair_value": 157.467783,
        "relative_strength": -26.52856,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 36.330805,
        "energy": 17.264453,
        "activity_lines": [
          128.46,
          128.585851,
          127.571113,
          124.800521
        ]
      }
    ],
    "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."
    }
  }
}