{
  "ticker": {
    "uuid": "d54c3212-cda9-4492-a418-9e6cfb4d6405",
    "symbol": "TOST",
    "name": "Toast Inc",
    "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": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 59.579,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Value reclamation",
    "architecture_gate": "mixed",
    "architecture_direction": 57.107,
    "architecture_energy": 72.505,
    "architecture_maturity": 24.46,
    "architecture_confidence": 63.655,
    "architecture_tenure": "New",
    "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": 17.05,
        "rotation_up": 76.83,
        "upward_expansion": 65.08,
        "deceleration": 20.94,
        "rotation_down": 16.42,
        "downward_expansion": 23.42
      },
      "activity_lines": [
        31.872,
        30.085636,
        28.220286,
        27.870086
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 34.48,
    "trend_reference": 28.015333,
    "distance_from_trend": 0.230755,
    "trend_direction": "Weakening",
    "fair_value": 29.993397,
    "distance_from_fair_value": 0.149586,
    "fair_value_direction": "Improving",
    "relative_strength": -4.996291,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.243419,
    "excess_performance": 0.117794,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.230755,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.075788,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.149586,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.301495,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.049963,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.3419,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.243419,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.477634,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 65304612,
      "relative_activity": 1.157208,
      "balance": 2.477634,
      "dry_up": 0.919891,
      "accumulation_observations": 4,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.082054,
      "annualized_volatility": 0.490497,
      "from_high_reference": -0.244522,
      "from_low_reference": 0.548967
    },
    "levels": {
      "trend_reference": 28.015333,
      "fair_value_reference": 29.993397,
      "structural_low": 22.26,
      "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": 3,
        "median_return": 0.005602,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.029646,
        "regime_survival": 0.0,
        "best_return": 0.050401,
        "worst_return": -0.003295,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": 0.035538,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.060273,
        "regime_survival": 0.0,
        "best_return": 0.203836,
        "worst_return": -0.00887,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.200988,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.345515,
        "regime_survival": 0.0,
        "best_return": 0.103479,
        "worst_return": -0.337535,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.133161,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.423763,
        "regime_survival": 0.0,
        "best_return": 0.188609,
        "worst_return": -0.454931,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-08-16",
        "end": "2024-09-27",
        "tenure": "Developing",
        "return": 0.13177,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-04",
        "end": "2024-12-27",
        "tenure": "Established",
        "return": 0.303441,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-03",
        "end": "2025-02-07",
        "tenure": "Developing",
        "return": 0.093617,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-14",
        "end": "2025-03-07",
        "tenure": "New",
        "return": -0.142504,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-14",
        "end": "2025-03-28",
        "tenure": "New",
        "return": -0.025537,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-04",
        "end": "2025-04-25",
        "tenure": "New",
        "return": 0.182056,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-02",
        "end": "2025-05-16",
        "tenure": "New",
        "return": 0.241877,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-23",
        "end": "2025-06-13",
        "tenure": "New",
        "return": -0.022358,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-20",
        "end": "2025-08-22",
        "tenure": "Developing",
        "return": 0.038961,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-29",
        "end": "2025-09-26",
        "tenure": "Developing",
        "return": -0.174945,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-10-03",
        "end": "2025-10-31",
        "tenure": "Developing",
        "return": -0.013646,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-07",
        "end": "2026-07-03",
        "tenure": "Extended",
        "return": -0.221081,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-07-17",
        "tenure": "New",
        "return": 0.025921,
        "active": false
      },
      {
        "regime": "rotation_up",
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        "return": 0.187328,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 34802874.95,
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      },
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      },
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      },
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 29.748654,
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        "stage": 4,
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 56493892.1,
        "trend": 28.353,
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        "relative_strength": -16.989788,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 29.54685,
        "energy": 33.966949,
        "activity_lines": [
          28.864,
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      },
      {
        "date": "2026-07-24",
        "close": 29.04,
        "volume": 47950144,
        "typical_volume": 55322025.9,
        "trend": 28.106333,
        "fair_value": 29.848397,
        "relative_strength": -18.160703,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 20.35784,
        "energy": 39.02423,
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          29.213333,
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      },
      {
        "date": "2026-07-31",
        "close": 32.27,
        "volume": 51149948,
        "typical_volume": 55479158.95,
        "trend": 28.048,
        "fair_value": 29.926923,
        "relative_strength": -8.851186,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 49.065278,
        "energy": 60.607804,
        "activity_lines": [
          30.347333,
          28.848545,
          27.508952,
          27.455118
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      },
      {
        "date": "2026-08-07",
        "close": 34.48,
        "volume": 65304612,
        "typical_volume": 56432886.9,
        "trend": 28.015333,
        "fair_value": 29.993397,
        "relative_strength": -4.996291,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 57.106837,
        "energy": 72.504973,
        "activity_lines": [
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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."
    }
  }
}