{
  "ticker": {
    "uuid": "50cdfd8a-dc73-432d-87fb-d9e86c9f2d82",
    "symbol": "LSPD",
    "name": "Lightspeed Commerce 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": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Emerging rotation",
    "architecture_gate": "up",
    "architecture_direction": 57.407,
    "architecture_energy": 33.39,
    "architecture_maturity": 31.008,
    "architecture_confidence": 44.161,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair."
      },
      "scores": {
        "balance": 33.29,
        "rotation_up": 45.25,
        "upward_expansion": 70.48,
        "deceleration": 67.54,
        "rotation_down": 21.86,
        "downward_expansion": 8.48
      },
      "activity_lines": [
        14.340667,
        14.304182,
        13.772667,
        13.454753
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 14.59,
    "trend_reference": 13.342667,
    "distance_from_trend": 0.093485,
    "trend_direction": "Weakening",
    "fair_value": 17.829679,
    "distance_from_fair_value": -0.181701,
    "fair_value_direction": "Improving",
    "relative_strength": -12.610158,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.15336,
    "excess_performance": 0.032938,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.093485,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.058187,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.181701,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.086344,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.126102,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.095496,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.15336,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.063268,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 3173300,
      "relative_activity": 1.217085,
      "balance": 1.063268,
      "dry_up": 1.319346,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.083223,
      "annualized_volatility": 0.394535,
      "from_high_reference": -0.242078,
      "from_low_reference": 0.350926
    },
    "levels": {
      "trend_reference": 13.342667,
      "fair_value_reference": 17.829679,
      "structural_low": 10.8,
      "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": 0.0,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": -0.030474,
        "regime_survival": 0.428571,
        "best_return": 0.218572,
        "worst_return": -0.097548,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.106633,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.143873,
        "regime_survival": 0.0,
        "best_return": -0.003099,
        "worst_return": -0.152431,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.159915,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.365433,
        "regime_survival": 0.0,
        "best_return": 0.112314,
        "worst_return": -0.424081,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.224609,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.401929,
        "regime_survival": 0.0,
        "best_return": -0.161479,
        "worst_return": -0.287738,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-06-14",
        "end": "2024-08-02",
        "tenure": "Developing",
        "return": -0.178979,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-09",
        "end": "2024-09-20",
        "tenure": "Developing",
        "return": 0.09719,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-09-27",
        "end": "2024-10-11",
        "tenure": "New",
        "return": -0.031872,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-18",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": 0.033976,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-03",
        "end": "2025-02-07",
        "tenure": "Developing",
        "return": -0.174659,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-02-14",
        "end": "2025-03-14",
        "tenure": "Developing",
        "return": -0.192488,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-21",
        "end": "2025-06-13",
        "tenure": "Established",
        "return": -0.024967,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-20",
        "end": "2025-07-18",
        "tenure": "Developing",
        "return": 0.15328,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-07-25",
        "end": "2025-08-22",
        "tenure": "Developing",
        "return": -0.097548,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-29",
        "end": "2025-11-14",
        "tenure": "Developing",
        "return": -0.000589,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-11-21",
        "end": "2026-01-30",
        "tenure": "Developing",
        "return": -0.045455,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-06",
        "end": "2026-06-05",
        "tenure": "Established",
        "return": 0.01581,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-06-12",
        "end": "2026-07-03",
        "tenure": "New",
        "return": 0.11756,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-07-10",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 3959860.0,
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      },
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      },
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      },
      {
        "date": "2026-05-01",
        "close": 12.69,
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        "typical_volume": 3437825.0,
        "trend": 14.647,
        "fair_value": 18.497308,
        "relative_strength": -26.889696,
        "stage": 4,
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        "modifier": "Established contraction",
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 3529990.0,
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        "fair_value": 18.420513,
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        "energy": 23.935101,
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 3633980.0,
        "trend": 14.285333,
        "fair_value": 18.384615,
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        "energy": 34.184634,
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      },
      {
        "date": "2026-05-29",
        "close": 13.3,
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      },
      {
        "date": "2026-06-05",
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        "typical_volume": 3573740.0,
        "trend": 13.983,
        "fair_value": 18.294551,
        "relative_strength": -24.319772,
        "stage": 4,
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        "gate": "down",
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        "energy": 19.054555,
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      },
      {
        "date": "2026-06-12",
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        "trend": 13.865333,
        "fair_value": 18.242372,
        "relative_strength": -21.496883,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "volume": 885400,
        "typical_volume": 2967525.0,
        "trend": 13.752333,
        "fair_value": 18.149551,
        "relative_strength": -14.604875,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 12.995151,
        "energy": 27.922001,
        "activity_lines": [
          13.642,
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      },
      {
        "date": "2026-07-03",
        "close": 15.02,
        "volume": 329500,
        "typical_volume": 2664605.0,
        "trend": 13.718333,
        "fair_value": 18.103718,
        "relative_strength": -11.220011,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 40.656254,
        "energy": 54.154851,
        "activity_lines": [
          14.161333,
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          13.197828
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      },
      {
        "date": "2026-07-10",
        "close": 14.59,
        "volume": 2507600,
        "typical_volume": 2648705.0,
        "trend": 13.647667,
        "fair_value": 18.046603,
        "relative_strength": -13.320834,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 38.262065,
        "energy": 57.959002,
        "activity_lines": [
          14.422667,
          13.836909,
          13.297143,
          13.254065
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      },
      {
        "date": "2026-07-17",
        "close": 14.55,
        "volume": 2330900,
        "typical_volume": 2524470.0,
        "trend": 13.580333,
        "fair_value": 17.991282,
        "relative_strength": -12.688493,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 36.142897,
        "energy": 60.969229,
        "activity_lines": [
          14.554667,
          14.037818,
          13.451333,
          13.31228
        ]
      },
      {
        "date": "2026-07-24",
        "close": 13.97,
        "volume": 2450400,
        "typical_volume": 2443670.0,
        "trend": 13.489,
        "fair_value": 17.935,
        "relative_strength": -15.429394,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 32.266404,
        "energy": 48.118766,
        "activity_lines": [
          14.419333,
          14.114364,
          13.539619,
          13.337419
        ]
      },
      {
        "date": "2026-07-31",
        "close": 14.14,
        "volume": 5805100,
        "typical_volume": 2598270.0,
        "trend": 13.422333,
        "fair_value": 17.872885,
        "relative_strength": -13.243154,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 26.351825,
        "energy": 24.563914,
        "activity_lines": [
          14.295333,
          14.189273,
          13.639476,
          13.379419
        ]
      },
      {
        "date": "2026-08-07",
        "close": 14.59,
        "volume": 3173300,
        "typical_volume": 2607295.0,
        "trend": 13.342667,
        "fair_value": 17.829679,
        "relative_strength": -12.610158,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "up",
        "direction": 57.406778,
        "energy": 33.389916,
        "activity_lines": [
          14.340667,
          14.304182,
          13.772667,
          13.454753
        ]
      }
    ],
    "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."
    }
  }
}