{
  "ticker": {
    "uuid": "71c9a9a1-9de8-48df-83ed-e18275b9e2d3",
    "symbol": "DSG",
    "name": "The Descartes Systems Group 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": 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": "up",
    "architecture_direction": 68.423,
    "architecture_energy": 49.82,
    "architecture_maturity": 32.829,
    "architecture_confidence": 75.698,
    "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": 33.59,
        "rotation_up": 61.69,
        "upward_expansion": 85.19,
        "deceleration": 44.73,
        "rotation_down": 17.01,
        "downward_expansion": 11.85
      },
      "activity_lines": [
        104.996,
        103.414728,
        101.753286,
        100.523914
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.666667
    },
    "latest_close": 111.080002,
    "trend_reference": 100.039333,
    "distance_from_trend": 0.110363,
    "trend_direction": "Weakening",
    "fair_value": 126.636667,
    "distance_from_fair_value": -0.122845,
    "fair_value_direction": "Improving",
    "relative_strength": -13.015836,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.217315,
    "excess_performance": 0.096894,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.110363,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.05508,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.122845,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.096654,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.130158,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.168234,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.217315,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.565769,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1372100,
      "relative_activity": 1.156085,
      "balance": 1.565769,
      "dry_up": 1.264102,
      "accumulation_observations": 4,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.072359,
      "annualized_volatility": 0.42643,
      "from_high_reference": -0.263102,
      "from_low_reference": 0.302838
    },
    "levels": {
      "trend_reference": 100.039333,
      "fair_value_reference": 126.636667,
      "structural_low": 85.260002,
      "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": 7,
        "median_return": 0.028142,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
        "median_excess_return": -0.003422,
        "regime_survival": 0.285714,
        "best_return": 0.093634,
        "worst_return": -0.171251,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": -0.000401,
        "positive_rate": 0.4,
        "directional_follow_through": 0.4,
        "median_excess_return": 0.019915,
        "regime_survival": 0.0,
        "best_return": 0.121972,
        "worst_return": -0.111688,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.021804,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.0242,
        "regime_survival": 0.0,
        "best_return": 0.196795,
        "worst_return": -0.272664,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.09754,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.01638,
        "regime_survival": 0.333333,
        "best_return": 0.330095,
        "worst_return": -0.376623,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-08-25",
        "end": "2023-11-03",
        "tenure": "Developing",
        "return": -0.002299,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-11-10",
        "end": "2023-11-17",
        "tenure": "New",
        "return": 0.036526,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2023-11-24",
        "end": "2023-12-01",
        "tenure": "New",
        "return": 0.005701,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-12-08",
        "end": "2024-06-14",
        "tenure": "Extended",
        "return": 0.147119,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-06-21",
        "end": "2024-07-05",
        "tenure": "New",
        "return": 0.042892,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-07-12",
        "end": "2025-01-10",
        "tenure": "Extended",
        "return": 0.167756,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-17",
        "end": "2025-01-31",
        "tenure": "New",
        "return": 0.003939,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-07",
        "end": "2025-02-21",
        "tenure": "New",
        "return": -0.069676,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-02-28",
        "end": "2025-03-14",
        "tenure": "New",
        "return": -0.114473,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-03-21",
        "end": "2025-04-18",
        "tenure": "Developing",
        "return": -0.024318,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-25",
        "end": "2025-05-16",
        "tenure": "New",
        "return": 0.086121,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-23",
        "end": "2025-06-13",
        "tenure": "New",
        "return": -0.146025,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-06-20",
        "end": "2026-05-15",
        "tenure": "Extended",
        "return": -0.316407,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-22",
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        "tenure": "Developing",
        "return": 0.128862,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 501305.0,
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      },
      {
        "date": "2026-04-17",
        "close": 104.620003,
        "volume": 2039100,
        "typical_volume": 1489255.0,
        "trend": 112.552666,
        "fair_value": 126.858269,
        "relative_strength": -29.330128,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -39.770373,
        "energy": 27.507847,
        "activity_lines": [
          97.592,
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        ]
      },
      {
        "date": "2026-04-24",
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        "typical_volume": 1490990.0,
        "trend": 111.422333,
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        "stage": 4,
        "regime": "downward_expansion",
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        "energy": 24.197374,
        "activity_lines": [
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 1505685.0,
        "trend": 110.370999,
        "fair_value": 126.783141,
        "relative_strength": -30.050776,
        "stage": 4,
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        "direction": -35.93903,
        "energy": 22.508752,
        "activity_lines": [
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          98.928238,
          103.56
        ]
      },
      {
        "date": "2026-05-08",
        "close": 98.919998,
        "volume": 1405900,
        "typical_volume": 1533070.0,
        "trend": 109.214333,
        "fair_value": 126.739039,
        "relative_strength": -29.83928,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -31.545459,
        "energy": 17.987294,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
        "close": 93.160004,
        "volume": 1401900,
        "typical_volume": 1591710.0,
        "trend": 107.826666,
        "fair_value": 126.660385,
        "relative_strength": -32.391444,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -48.595696,
        "energy": 26.713148,
        "activity_lines": [
          97.418001,
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          97.664429,
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        ]
      },
      {
        "date": "2026-05-22",
        "close": 98.400002,
        "volume": 1173700,
        "typical_volume": 1618585.0,
        "trend": 106.608333,
        "fair_value": 126.618462,
        "relative_strength": -28.819755,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -34.730306,
        "energy": 21.2506,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
        "close": 101.739998,
        "volume": 1711700,
        "typical_volume": 1636735.0,
        "trend": 105.870666,
        "fair_value": 126.607885,
        "relative_strength": -25.913705,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -18.803373,
        "energy": 13.227501,
        "activity_lines": [
          98.604667,
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        ]
      },
      {
        "date": "2026-06-05",
        "close": 105.300003,
        "volume": 326400,
        "typical_volume": 1565060.0,
        "trend": 105.435,
        "fair_value": 126.652821,
        "relative_strength": -21.674313,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -2.620125,
        "energy": 4.692411,
        "activity_lines": [
          100.926668,
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      },
      {
        "date": "2026-06-12",
        "close": 102.019997,
        "volume": 223900,
        "typical_volume": 1511780.0,
        "trend": 104.936,
        "fair_value": 126.641859,
        "relative_strength": -24.447551,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -8.506432,
        "energy": 12.726737,
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        ]
      },
      {
        "date": "2026-06-19",
        "close": 98.720001,
        "volume": 707800,
        "typical_volume": 1475820.0,
        "trend": 104.399666,
        "fair_value": 126.628141,
        "relative_strength": -26.103172,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -11.1647,
        "energy": 12.948255,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 99.830002,
        "volume": 294500,
        "typical_volume": 1363360.0,
        "trend": 103.901333,
        "fair_value": 126.587821,
        "relative_strength": -24.399606,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -11.056282,
        "energy": 10.029617,
        "activity_lines": [
          100.828667,
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          99.061191,
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        ]
      },
      {
        "date": "2026-07-03",
        "close": 103.169998,
        "volume": 64500,
        "typical_volume": 1263680.0,
        "trend": 103.065,
        "fair_value": 126.587115,
        "relative_strength": -21.559885,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -4.721167,
        "energy": 5.470981,
        "activity_lines": [
          101.378,
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        ]
      },
      {
        "date": "2026-07-10",
        "close": 101.980003,
        "volume": 1286300,
        "typical_volume": 1269780.0,
        "trend": 102.303333,
        "fair_value": 126.567051,
        "relative_strength": -21.692507,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 0.556075,
        "energy": 3.119065,
        "activity_lines": [
          101.435334,
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      },
      {
        "date": "2026-07-17",
        "close": 103.860001,
        "volume": 1374200,
        "typical_volume": 1227495.0,
        "trend": 101.644,
        "fair_value": 126.558269,
        "relative_strength": -19.172005,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 25.186174,
        "energy": 18.562638,
        "activity_lines": [
          102.340668,
          101.807092,
          100.422334,
          99.893463
        ]
      },
      {
        "date": "2026-07-24",
        "close": 96.239998,
        "volume": 1521600,
        "typical_volume": 1224345.0,
        "trend": 100.786667,
        "fair_value": 126.520833,
        "relative_strength": -24.268617,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -6.455553,
        "energy": 5.386787,
        "activity_lines": [
          100.583333,
          100.974727,
          100.113,
          99.544817
        ]
      },
      {
        "date": "2026-07-31",
        "close": 105.279999,
        "volume": 1733300,
        "typical_volume": 1206840.0,
        "trend": 100.397333,
        "fair_value": 126.555641,
        "relative_strength": -15.760558,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 27.712607,
        "energy": 17.101536,
        "activity_lines": [
          102.004666,
          101.73,
          100.670667,
          99.83471
        ]
      },
      {
        "date": "2026-08-07",
        "close": 111.080002,
        "volume": 1372100,
        "typical_volume": 1186850.0,
        "trend": 100.039333,
        "fair_value": 126.636667,
        "relative_strength": -13.015836,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 68.422567,
        "energy": 49.82,
        "activity_lines": [
          104.996,
          103.414728,
          101.753286,
          100.523914
        ]
      }
    ],
    "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."
    }
  }
}