{
  "ticker": {
    "uuid": "8595b2a7-c43f-4db7-9e9a-269ec6dd1de3",
    "symbol": "SQNS",
    "name": "Sequans Communications SA",
    "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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -60.579,
    "architecture_energy": 62.278,
    "architecture_maturity": 18.142,
    "architecture_confidence": 80.173,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 23.22,
        "rotation_up": 9.83,
        "upward_expansion": 12.94,
        "deceleration": 38.06,
        "rotation_down": 71.43,
        "downward_expansion": 88.61
      },
      "activity_lines": [
        2.668667,
        2.860364,
        3.13719,
        3.164452
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 2.76,
    "trend_reference": 3.352667,
    "distance_from_trend": -0.176775,
    "trend_direction": "Weakening",
    "fair_value": 24.328997,
    "distance_from_fair_value": -0.886555,
    "fair_value_direction": "Weakening",
    "relative_strength": -52.629443,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.260054,
    "excess_performance": -0.385679,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.176775,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.204524,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.886555,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.006629,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.526294,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.150248,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.260054,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.828358,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 362546,
      "relative_activity": 0.43741,
      "balance": 1.828358,
      "dry_up": 0.433788,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.212391,
      "annualized_volatility": 0.75633,
      "from_high_reference": -0.795556,
      "from_low_reference": 0.159664
    },
    "levels": {
      "trend_reference": 3.352667,
      "fair_value_reference": 24.328997,
      "structural_low": 2.38,
      "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": 39,
        "median_return": -0.041868,
        "positive_rate": 0.384615,
        "directional_follow_through": 0.615385,
        "median_excess_return": -0.07528,
        "regime_survival": 0.846154,
        "best_return": 0.857143,
        "worst_return": -0.483333,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 13,
        "median_return": -0.195205,
        "positive_rate": 0.307692,
        "directional_follow_through": 0.692308,
        "median_excess_return": -0.214864,
        "regime_survival": 0.615385,
        "best_return": 0.693667,
        "worst_return": -0.506653,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.216972,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.833333,
        "median_excess_return": -0.213869,
        "regime_survival": 0.333333,
        "best_return": 0.277778,
        "worst_return": -0.749232,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.320249,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.360369,
        "regime_survival": 0.5,
        "best_return": 0.075556,
        "worst_return": -0.875,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-02-02",
        "end": "2024-02-16",
        "tenure": "New",
        "return": -0.010274,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-02-23",
        "end": "2024-08-16",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-09-13",
        "tenure": "New",
        "return": -0.131304,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "tenure": "Developing",
        "return": -0.021782,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-11-15",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Developing",
        "return": 0.133574,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-02-28",
        "tenure": "New",
        "return": -0.248408,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-03-28",
        "tenure": "New",
        "return": -0.155061,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-04",
        "end": "2025-07-04",
        "tenure": "Established",
        "return": -0.270408,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "end": "2025-07-18",
        "tenure": "New",
        "return": -0.4,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-08-15",
        "tenure": "New",
        "return": -0.40404,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2026-06-05",
        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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      },
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        "regime": "downward_expansion",
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        "active": true
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    ],
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      },
      {
        "date": "2026-04-24",
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      },
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      },
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-29",
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      {
        "date": "2026-06-05",
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        "date": "2026-06-12",
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        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-07-03",
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      },
      {
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        "typical_volume": 837343.45,
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      },
      {
        "date": "2026-07-17",
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        "volume": 268395,
        "typical_volume": 822331.2,
        "trend": 3.582333,
        "fair_value": 25.449478,
        "relative_strength": -55.1254,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
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        "energy": 32.93066,
        "activity_lines": [
          3.115333,
          3.282,
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          3.346817
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      },
      {
        "date": "2026-07-24",
        "close": 2.5,
        "volume": 443282,
        "typical_volume": 818746.9,
        "trend": 3.507,
        "fair_value": 25.080984,
        "relative_strength": -58.665838,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -70.654665,
        "energy": 53.264739,
        "activity_lines": [
          2.898,
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          3.249286,
          3.276989
        ]
      },
      {
        "date": "2026-07-31",
        "close": 2.43,
        "volume": 363953,
        "typical_volume": 826936.15,
        "trend": 3.427333,
        "fair_value": 24.755215,
        "relative_strength": -58.597909,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -70.306006,
        "energy": 63.196377,
        "activity_lines": [
          2.697333,
          2.934545,
          3.17581,
          3.207505
        ]
      },
      {
        "date": "2026-08-07",
        "close": 2.76,
        "volume": 362546,
        "typical_volume": 828847.35,
        "trend": 3.352667,
        "fair_value": 24.328997,
        "relative_strength": -52.629443,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.578689,
        "energy": 62.278051,
        "activity_lines": [
          2.668667,
          2.860364,
          3.13719,
          3.164452
        ]
      }
    ],
    "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."
    }
  }
}