{
  "ticker": {
    "uuid": "62af599f-01ea-4d45-a3e7-04d6e12a809e",
    "symbol": "DSY2",
    "name": "Dassault Syst\u00e8mes SE",
    "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": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 55.047,
    "architecture_energy": 64.057,
    "architecture_maturity": 18.59,
    "architecture_confidence": 58.328,
    "architecture_tenure": "New",
    "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": 34.96,
        "rotation_up": 69.73,
        "upward_expansion": 57.1,
        "deceleration": 27.61,
        "rotation_down": 18.98,
        "downward_expansion": 22.43
      },
      "activity_lines": [
        20.273334,
        19.343091,
        19.046412,
        18.866249
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.333333
    },
    "latest_close": 22.120001,
    "trend_reference": 19.112141,
    "distance_from_trend": 0.15738,
    "trend_direction": "Weakening",
    "fair_value": 31.097873,
    "distance_from_fair_value": -0.288697,
    "fair_value_direction": "Improving",
    "relative_strength": -18.791201,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.019001,
    "excess_performance": -0.155246,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.15738,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.0741,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.288697,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.112001,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.187912,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.155104,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.019001,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.226748,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 0,
      "relative_activity": 0.0,
      "balance": 1.226748,
      "dry_up": 2.705759,
      "accumulation_observations": 1,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.059531,
      "annualized_volatility": 0.510343,
      "from_high_reference": -0.258173,
      "from_low_reference": 0.392856
    },
    "levels": {
      "trend_reference": 19.112141,
      "fair_value_reference": 31.097873,
      "structural_low": 15.881034,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 6,
        "median_return": -0.013829,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.003659,
        "regime_survival": 0.333333,
        "best_return": 0.09991,
        "worst_return": -0.131853,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": -0.086349,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.081587,
        "regime_survival": 0.333333,
        "best_return": 0.079208,
        "worst_return": -0.204713,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.099706,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.230805,
        "regime_survival": 0.0,
        "best_return": -0.01398,
        "worst_return": -0.185432,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.147318,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.314313,
        "regime_survival": 0.0,
        "best_return": -0.068479,
        "worst_return": -0.226156,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-03-01",
        "end": "2024-04-05",
        "tenure": "Developing",
        "return": -0.093757,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-04-12",
        "end": "2024-05-10",
        "tenure": "Developing",
        "return": -0.048805,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-05-17",
        "end": "2024-09-20",
        "tenure": "Established",
        "return": -0.047104,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-09-27",
        "end": "2024-10-25",
        "tenure": "Developing",
        "return": -0.131853,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-01",
        "end": "2024-12-20",
        "tenure": "Developing",
        "return": 0.029126,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-12-27",
        "end": "2025-01-31",
        "tenure": "Developing",
        "return": 0.146115,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-07",
        "end": "2025-03-21",
        "tenure": "Developing",
        "return": -0.051288,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-03-28",
        "end": "2025-04-11",
        "tenure": "New",
        "return": -0.124826,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-18",
        "end": "2025-05-16",
        "tenure": "Developing",
        "return": 0.021218,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-05-23",
        "end": "2025-05-30",
        "tenure": "New",
        "return": -0.00332,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-06-06",
        "end": "2026-05-22",
        "tenure": "Extended",
        "return": -0.371878,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-29",
        "end": "2026-06-19",
        "tenure": "New",
        "return": -0.091439,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-06-26",
        "end": "2026-07-17",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.112117,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 63.0,
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      },
      {
        "date": "2026-05-01",
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        "volume": 100,
        "typical_volume": 1491.65,
        "trend": 21.594391,
        "fair_value": 32.829711,
        "relative_strength": -37.44651,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
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        "energy": 23.887969,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "relative_strength": -34.301566,
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 1521.5,
        "trend": 20.996941,
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        "relative_strength": -33.048059,
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        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -26.819668,
        "energy": 26.59839,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "volume": 0,
        "typical_volume": 1521.5,
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        "relative_strength": -31.660159,
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        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 16.974625,
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 1812.95,
        "trend": 20.641699,
        "fair_value": 32.362603,
        "relative_strength": -36.523776,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "activity_lines": [
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      },
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        "date": "2026-06-05",
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        "volume": 0,
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        "trend": 20.539782,
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        "relative_strength": -31.716811,
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        "regime": "balance",
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        "gate": "down",
        "direction": -4.396927,
        "energy": 12.856252,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 2029.4,
        "trend": 20.332644,
        "fair_value": 32.092329,
        "relative_strength": -41.080851,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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      },
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        "date": "2026-06-19",
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        "energy": 40.955805,
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      },
      {
        "date": "2026-06-26",
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        "trend": 19.926322,
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        "relative_strength": -38.272935,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -42.893118,
        "energy": 45.273113,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "volume": 0,
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        "relative_strength": -36.33687,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "direction": -52.835619,
        "energy": 45.168449,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 18.24,
        "volume": 3068,
        "typical_volume": 1931.35,
        "trend": 19.607618,
        "fair_value": 31.558876,
        "relative_strength": -35.278853,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -49.888038,
        "energy": 38.56676,
        "activity_lines": [
          18.013666,
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      },
      {
        "date": "2026-07-17",
        "close": 17.825001,
        "volume": 5520,
        "typical_volume": 1908.5,
        "trend": 19.422287,
        "fair_value": 31.418165,
        "relative_strength": -34.31299,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -55.097292,
        "energy": 31.127269,
        "activity_lines": [
          18.026,
          18.175716,
          18.396815,
          18.602977
        ]
      },
      {
        "date": "2026-07-24",
        "close": 19.889999,
        "volume": 23161,
        "typical_volume": 2707.85,
        "trend": 19.30546,
        "fair_value": 31.305258,
        "relative_strength": -26.650614,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -8.069003,
        "energy": 8.736039,
        "activity_lines": [
          18.687,
          18.426804,
          18.546328,
          18.633152
        ]
      },
      {
        "date": "2026-07-31",
        "close": 19.985001,
        "volume": 841,
        "typical_volume": 2748.8,
        "trend": 19.186537,
        "fair_value": 31.190527,
        "relative_strength": -25.262202,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 22.879249,
        "energy": 21.400644,
        "activity_lines": [
          19.196334,
          18.689818,
          18.698226,
          18.676993
        ]
      },
      {
        "date": "2026-08-07",
        "close": 22.120001,
        "volume": 0,
        "typical_volume": 2727.7,
        "trend": 19.112141,
        "fair_value": 31.097873,
        "relative_strength": -18.791201,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 55.046871,
        "energy": 64.056844,
        "activity_lines": [
          20.273334,
          19.343091,
          19.046412,
          18.866249
        ]
      }
    ],
    "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."
    }
  }
}