{
  "ticker": {
    "uuid": "9a863ae6-c477-47fb-aa35-392b296ae09f",
    "symbol": "TWLO",
    "name": "Twilio Inc.",
    "exchange": "VIE",
    "country": "AT",
    "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": "^ATX",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2c",
    "phase_label": "Stage 2C \u00b7 Late advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 84.83,
    "architecture_energy": 57.633,
    "architecture_maturity": 71.792,
    "architecture_confidence": 77.269,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 24.05,
        "rotation_up": 54.55,
        "upward_expansion": 79.16,
        "deceleration": 68.95,
        "rotation_down": 25.28,
        "downward_expansion": 8.16
      },
      "activity_lines": [
        187.58333,
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        172.641285,
        158.206172
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 217.899994,
    "trend_reference": 139.676333,
    "distance_from_trend": 0.560035,
    "trend_direction": "Improving",
    "fair_value": 91.078206,
    "distance_from_fair_value": 1.392449,
    "fair_value_direction": "Improving",
    "relative_strength": 46.624275,
    "relative_strength_direction": "Improving",
    "price_momentum": 1.277145,
    "excess_performance": 1.102898,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.560035,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.194213,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.392449,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.292776,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.466243,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.09396,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 1.277145,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 15.577778,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 0,
      "relative_activity": 0.0,
      "balance": 15.577778,
      "dry_up": 0.545244,
      "accumulation_observations": 2,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.090073,
      "annualized_volatility": 0.769871,
      "from_high_reference": 0.0,
      "from_low_reference": 1.737781
    },
    "levels": {
      "trend_reference": 139.676333,
      "fair_value_reference": 91.078206,
      "structural_low": 88.989998,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 14,
        "median_return": 0.009894,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.023387,
        "regime_survival": 0.714286,
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        "worst_return": -0.222454,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
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        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.068269,
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        "best_return": 0.635351,
        "worst_return": -0.302574,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.155492,
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        "worst_return": -0.246589,
        "sufficient": false
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        "horizon": "Full cycle",
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
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          115.50862,
          113.463162
        ]
      },
      {
        "date": "2026-05-15",
        "close": 170.350006,
        "volume": 0,
        "typical_volume": 66.05,
        "trend": 113.230667,
        "fair_value": 81.903526,
        "relative_strength": 37.132762,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 93.617048,
        "energy": 97.41748,
        "activity_lines": [
          151.036669,
          134.278911,
          121.072668,
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      },
      {
        "date": "2026-05-22",
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        "volume": 0,
        "typical_volume": 66.05,
        "trend": 115.409667,
        "fair_value": 82.578206,
        "relative_strength": 27.517158,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 78.157923,
        "energy": 92.114512,
        "activity_lines": [
          158.210004,
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          125.632002,
          120.487356
        ]
      },
      {
        "date": "2026-05-29",
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        "volume": 0,
        "typical_volume": 66.05,
        "trend": 116.961001,
        "fair_value": 83.210257,
        "relative_strength": 23.244927,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.559843,
        "energy": 88.868388,
        "activity_lines": [
          162.186669,
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          129.921287,
          123.473829
        ]
      },
      {
        "date": "2026-06-05",
        "close": 201.5,
        "volume": 0,
        "typical_volume": 66.05,
        "trend": 120.099667,
        "fair_value": 84.119295,
        "relative_strength": 53.950407,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 95.24441,
        "energy": 97.891668,
        "activity_lines": [
          176.823335,
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          128.927958
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      },
      {
        "date": "2026-06-12",
        "close": 176.350006,
        "volume": 0,
        "typical_volume": 66.05,
        "trend": 122.314001,
        "fair_value": 84.855834,
        "relative_strength": 30.349556,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.648664,
        "energy": 67.109973,
        "activity_lines": [
          177.860003,
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          132.557012
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      },
      {
        "date": "2026-06-19",
        "close": 162.0,
        "volume": 0,
        "typical_volume": 66.05,
        "trend": 124.306001,
        "fair_value": 85.520706,
        "relative_strength": 14.670176,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.373463,
        "energy": 64.685264,
        "activity_lines": [
          173.710002,
          167.103638,
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          135.117399
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      },
      {
        "date": "2026-06-26",
        "close": 167.300003,
        "volume": 0,
        "typical_volume": 43.5,
        "trend": 126.133334,
        "fair_value": 86.211795,
        "relative_strength": 20.420208,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 62.241411,
        "energy": 60.687386,
        "activity_lines": [
          171.883335,
          169.01182,
          149.643192,
          137.891206
        ]
      },
      {
        "date": "2026-07-03",
        "close": 180.149994,
        "volume": 59,
        "typical_volume": 43.25,
        "trend": 128.511667,
        "fair_value": 86.992949,
        "relative_strength": 26.041088,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 67.627821,
        "energy": 55.267749,
        "activity_lines": [
          174.01,
          172.353637,
          154.062573,
          141.376151
        ]
      },
      {
        "date": "2026-07-10",
        "close": 191.649994,
        "volume": 546,
        "typical_volume": 70.55,
        "trend": 131.106667,
        "fair_value": 87.832757,
        "relative_strength": 34.8124,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 77.099181,
        "energy": 59.621844,
        "activity_lines": [
          178.739997,
          176.739999,
          159.177143,
          145.449592
        ]
      },
      {
        "date": "2026-07-17",
        "close": 180.25,
        "volume": 45,
        "typical_volume": 67.5,
        "trend": 133.071667,
        "fair_value": 88.627372,
        "relative_strength": 28.769218,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 60.007687,
        "energy": 54.15874,
        "activity_lines": [
          180.326664,
          177.809999,
          162.749286,
          148.620129
        ]
      },
      {
        "date": "2026-07-24",
        "close": 166.699997,
        "volume": 0,
        "typical_volume": 59.85,
        "trend": 134.649667,
        "fair_value": 89.324872,
        "relative_strength": 17.298017,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 57.872955,
        "energy": 47.53596,
        "activity_lines": [
          177.136664,
          176.235453,
          164.656143,
          150.789699
        ]
      },
      {
        "date": "2026-07-31",
        "close": 168.0,
        "volume": 96,
        "typical_volume": 64.65,
        "trend": 136.295,
        "fair_value": 90.041154,
        "relative_strength": 17.975414,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 45.365839,
        "energy": 36.439296,
        "activity_lines": [
          174.066665,
          174.963635,
          166.413,
          152.941334
        ]
      },
      {
        "date": "2026-08-07",
        "close": 217.899994,
        "volume": 0,
        "typical_volume": 64.65,
        "trend": 139.676333,
        "fair_value": 91.078206,
        "relative_strength": 46.624275,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 84.830031,
        "energy": 57.632649,
        "activity_lines": [
          187.58333,
          182.661816,
          172.641285,
          158.206172
        ]
      }
    ],
    "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."
    }
  }
}