{
  "ticker": {
    "uuid": "f3bc8b7d-1b2c-41b3-9882-4a01c3385afd",
    "symbol": "CVO",
    "name": "Coveo Solutions Inc.",
    "exchange": "TOR",
    "country": "CA",
    "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": "^GSPTSE",
    "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": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -16.024,
    "architecture_energy": 8.527,
    "architecture_maturity": 27.99,
    "architecture_confidence": 81.544,
    "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": 62.48,
        "rotation_up": 27.97,
        "upward_expansion": 27.18,
        "deceleration": 46.58,
        "rotation_down": 26.86,
        "downward_expansion": 49.18
      },
      "activity_lines": [
        4.382667,
        4.331091,
        4.325429,
        4.448796
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.0
    },
    "latest_close": 4.51,
    "trend_reference": 4.810333,
    "distance_from_trend": -0.062435,
    "trend_direction": "Weakening",
    "fair_value": 7.299423,
    "distance_from_fair_value": -0.382143,
    "fair_value_direction": "Improving",
    "relative_strength": -33.577509,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.236887,
    "excess_performance": -0.357308,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.062435,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.121561,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.382143,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.017315,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.335775,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.071949,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.236887,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.253702,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1699300,
      "relative_activity": 2.210903,
      "balance": 0.253702,
      "dry_up": 1.227557,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.098414,
      "annualized_volatility": 0.414569,
      "from_high_reference": -0.526758,
      "from_low_reference": 0.256267
    },
    "levels": {
      "trend_reference": 4.810333,
      "fair_value_reference": 7.299423,
      "structural_low": 3.59,
      "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": 8,
        "median_return": -0.089227,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.100295,
        "regime_survival": 0.375,
        "best_return": 0.166149,
        "worst_return": -0.208333,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": -0.177673,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": -0.102693,
        "regime_survival": 0.2,
        "best_return": 0.375776,
        "worst_return": -0.365682,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.204312,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.236576,
        "regime_survival": 0.0,
        "best_return": 0.216981,
        "worst_return": -0.400844,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.12296,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.347793,
        "regime_survival": 0.0,
        "best_return": 0.048742,
        "worst_return": -0.294661,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-05-03",
        "end": "2024-11-22",
        "tenure": "Extended",
        "return": -0.12439,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-11-29",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": -0.094391,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-03",
        "end": "2025-03-21",
        "tenure": "Developing",
        "return": -0.146226,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-03-28",
        "end": "2025-04-04",
        "tenure": "New",
        "return": -0.016917,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-11",
        "end": "2025-05-02",
        "tenure": "New",
        "return": 0.155844,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-09",
        "end": "2025-05-16",
        "tenure": "New",
        "return": 0.086957,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-23",
        "end": "2025-06-20",
        "tenure": "Developing",
        "return": 0.066763,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-27",
        "end": "2025-10-03",
        "tenure": "Established",
        "return": 0.082667,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-10",
        "end": "2025-10-31",
        "tenure": "New",
        "return": -0.266504,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-07",
        "end": "2025-11-28",
        "tenure": "New",
        "return": -0.060956,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-05",
        "end": "2026-01-09",
        "tenure": "Developing",
        "return": 0.208904,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-16",
        "end": "2026-02-06",
        "tenure": "New",
        "return": -0.168776,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-13",
        "end": "2026-07-31",
        "tenure": "Established",
        "return": -0.201754,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 10.49,
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        "typical_volume": 420555.0,
        "trend": 8.130333,
        "fair_value": 8.365543,
        "relative_strength": 41.132964,
        "stage": 2,
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      },
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        "date": "2023-08-25",
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      },
      {
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      {
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      },
      {
        "date": "2023-09-15",
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      },
      {
        "date": "2023-09-22",
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        "date": "2023-12-08",
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        "date": "2023-12-15",
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        "modifier": "Upper balance after advance",
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        "stage": 3,
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        "date": "2024-01-19",
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        "date": "2026-05-01",
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        "trend": 5.88,
        "fair_value": 7.669615,
        "relative_strength": -41.294572,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 49.145269,
        "activity_lines": [
          4.478667,
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          5.023619,
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      },
      {
        "date": "2026-05-08",
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        "relative_strength": -40.772371,
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        "gate": "down",
        "direction": -48.236587,
        "energy": 44.077458,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
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        "volume": 724500,
        "typical_volume": 1054130.0,
        "trend": 5.657,
        "fair_value": 7.645128,
        "relative_strength": -43.426932,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 46.961949,
        "activity_lines": [
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          5.213054
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      },
      {
        "date": "2026-05-22",
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        "volume": 570300,
        "typical_volume": 1046605.0,
        "trend": 5.542,
        "fair_value": 7.631667,
        "relative_strength": -40.444595,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -45.844427,
        "energy": 40.693097,
        "activity_lines": [
          4.504,
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      },
      {
        "date": "2026-05-29",
        "close": 4.02,
        "volume": 3968600,
        "typical_volume": 1195510.0,
        "trend": 5.476,
        "fair_value": 7.607692,
        "relative_strength": -47.379229,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -70.798337,
        "energy": 50.087633,
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      },
      {
        "date": "2026-06-05",
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        "volume": 330100,
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        "fair_value": 7.581538,
        "relative_strength": -44.053678,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 50.344849,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "volume": 153900,
        "typical_volume": 1126730.0,
        "trend": 5.357,
        "fair_value": 7.554359,
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        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.026894,
        "energy": 51.342017,
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      },
      {
        "date": "2026-06-19",
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        "fair_value": 7.531795,
        "relative_strength": -41.993518,
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      },
      {
        "date": "2026-06-26",
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        "volume": 85400,
        "typical_volume": 949675.0,
        "trend": 5.261,
        "fair_value": 7.50609,
        "relative_strength": -41.430214,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.300143,
        "energy": 45.126115,
        "activity_lines": [
          4.203333,
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          4.381286,
          4.738602
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      },
      {
        "date": "2026-07-03",
        "close": 4.4,
        "volume": 81300,
        "typical_volume": 896995.0,
        "trend": 5.213,
        "fair_value": 7.482051,
        "relative_strength": -38.909416,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -44.504299,
        "energy": 33.576503,
        "activity_lines": [
          4.281333,
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          4.683054
        ]
      },
      {
        "date": "2026-07-10",
        "close": 4.26,
        "volume": 350300,
        "typical_volume": 877575.0,
        "trend": 5.149333,
        "fair_value": 7.452179,
        "relative_strength": -40.037952,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -42.543527,
        "energy": 29.121807,
        "activity_lines": [
          4.287333,
          4.266727,
          4.334619,
          4.62157
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      },
      {
        "date": "2026-07-17",
        "close": 4.26,
        "volume": 625600,
        "typical_volume": 845120.0,
        "trend": 5.057333,
        "fair_value": 7.419359,
        "relative_strength": -38.900742,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -39.69442,
        "energy": 26.80088,
        "activity_lines": [
          4.287333,
          4.26,
          4.316238,
          4.564194
        ]
      },
      {
        "date": "2026-07-24",
        "close": 4.07,
        "volume": 595800,
        "typical_volume": 793270.0,
        "trend": 4.966,
        "fair_value": 7.37359,
        "relative_strength": -40.641128,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -58.615192,
        "energy": 34.350701,
        "activity_lines": [
          4.214667,
          4.224909,
          4.286714,
          4.500495
        ]
      },
      {
        "date": "2026-07-31",
        "close": 4.55,
        "volume": 853300,
        "typical_volume": 751995.0,
        "trend": 4.895333,
        "fair_value": 7.334487,
        "relative_strength": -32.155719,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -29.863243,
        "energy": 19.087955,
        "activity_lines": [
          4.315333,
          4.281455,
          4.307571,
          4.473656
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.51,
        "volume": 1699300,
        "typical_volume": 768600.0,
        "trend": 4.810333,
        "fair_value": 7.299423,
        "relative_strength": -33.577509,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -16.023861,
        "energy": 8.527091,
        "activity_lines": [
          4.382667,
          4.331091,
          4.325429,
          4.448796
        ]
      }
    ],
    "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."
    }
  }
}