{
  "ticker": {
    "uuid": "a09ce528-d56c-4a9f-a660-9e226271b7da",
    "symbol": "XPRO",
    "name": "Expro Group Holdings NV",
    "exchange": "NYSE",
    "country": "US",
    "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": "SPY",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 19.672,
    "architecture_energy": 20.904,
    "architecture_maturity": 20.667,
    "architecture_confidence": 55.561,
    "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": 56.85,
        "rotation_up": 56.27,
        "upward_expansion": 38.86,
        "deceleration": 41.08,
        "rotation_down": 17.86,
        "downward_expansion": 16.19
      },
      "activity_lines": [
        16.292667,
        15.752182,
        15.737381,
        15.974237
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.333333
    },
    "latest_close": 16.96,
    "trend_reference": 16.215,
    "distance_from_trend": 0.045945,
    "trend_direction": "Improving",
    "fair_value": 15.60141,
    "distance_from_fair_value": 0.087081,
    "fair_value_direction": "Improving",
    "relative_strength": 1.751079,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.018007,
    "excess_performance": -0.107618,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.045945,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.036831,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.087081,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.122084,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.017511,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.022725,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.018007,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 4.077716,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 4138585,
      "relative_activity": 0.759953,
      "balance": 4.077716,
      "dry_up": 0.893778,
      "accumulation_observations": 5,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.095995,
      "annualized_volatility": 0.487992,
      "from_high_reference": -0.094501,
      "from_low_reference": 0.728848
    },
    "levels": {
      "trend_reference": 16.215,
      "fair_value_reference": 15.60141,
      "structural_low": 12.725,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 11,
        "median_return": 0.084337,
        "positive_rate": 0.727273,
        "directional_follow_through": 0.727273,
        "median_excess_return": 0.068055,
        "regime_survival": 0.272727,
        "best_return": 0.194679,
        "worst_return": -0.213961,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.036017,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
        "median_excess_return": 0.064772,
        "regime_survival": 0.0,
        "best_return": 0.289649,
        "worst_return": -0.325183,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.03968,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.0099,
        "regime_survival": 0.0,
        "best_return": 0.520418,
        "worst_return": -0.361369,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.097395,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.075429,
        "regime_survival": 0.5,
        "best_return": 0.51472,
        "worst_return": -0.256803,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-03-22",
        "tenure": "Developing",
        "return": 0.104308,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-04-19",
        "tenure": "New",
        "return": -0.058087,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-04-26",
        "end": "2024-08-16",
        "tenure": "Established",
        "return": 0.047146,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-08-23",
        "end": "2024-09-06",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-09-27",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-04",
        "end": "2025-07-25",
        "tenure": "Extended",
        "return": -0.514045,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-01",
        "end": "2025-08-15",
        "tenure": "New",
        "return": 0.038936,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-09-12",
        "tenure": "New",
        "return": -0.00081,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-01-02",
        "tenure": "Established",
        "return": 0.136667,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-01-16",
        "tenure": "New",
        "return": 0.11256,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-04-03",
        "tenure": "Developing",
        "return": 0.044514,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2026-06-19",
        "tenure": "Developing",
        "return": -0.171959,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2026-07-17",
        "tenure": "New",
        "return": 0.154062,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "New",
        "return": 0.074098,
        "active": true
      }
    ],
    "chart_path": [
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      },
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        "date": "2026-05-01",
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-06-05",
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        "date": "2026-06-12",
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "gate": "mixed",
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      },
      {
        "date": "2026-07-03",
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        "relative_strength": -7.863518,
        "stage": 4,
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        "gate": "mixed",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 5722079.7,
        "trend": 15.861,
        "fair_value": 15.763141,
        "relative_strength": -2.732622,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -27.389372,
        "energy": 38.748286,
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      },
      {
        "date": "2026-07-17",
        "close": 16.48,
        "volume": 4780817,
        "typical_volume": 5636408.2,
        "trend": 15.978,
        "fair_value": 15.727756,
        "relative_strength": 4.488277,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "down",
        "direction": -27.656931,
        "energy": 16.763806,
        "activity_lines": [
          15.317333,
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      },
      {
        "date": "2026-07-24",
        "close": 15.79,
        "volume": 5025782,
        "typical_volume": 5595982.25,
        "trend": 16.058333,
        "fair_value": 15.686731,
        "relative_strength": 0.011556,
        "stage": 2,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -31.876477,
        "energy": 17.386148,
        "activity_lines": [
          15.619333,
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          15.650667,
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      },
      {
        "date": "2026-07-31",
        "close": 15.95,
        "volume": 5524310,
        "typical_volume": 5562628.2,
        "trend": 16.135333,
        "fair_value": 15.641474,
        "relative_strength": -0.44919,
        "stage": 2,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -24.603365,
        "energy": 18.326819,
        "activity_lines": [
          15.843333,
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          15.645476,
          15.921032
        ]
      },
      {
        "date": "2026-08-07",
        "close": 16.96,
        "volume": 4138585,
        "typical_volume": 5445844.0,
        "trend": 16.215,
        "fair_value": 15.60141,
        "relative_strength": 1.751079,
        "stage": 2,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 19.672266,
        "energy": 20.903724,
        "activity_lines": [
          16.292667,
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      }
    ],
    "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."
    }
  }
}