{
  "ticker": {
    "uuid": "a8371a7d-4290-4af0-88bd-d286bb6b167b",
    "symbol": "TFII",
    "name": "TFI International 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": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 33.424,
    "architecture_energy": 19.54,
    "architecture_maturity": 57.076,
    "architecture_confidence": 93.852,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 40.81,
        "rotation_up": 29.41,
        "upward_expansion": 56.66,
        "deceleration": 87.92,
        "rotation_down": 28.89,
        "downward_expansion": 20.33
      },
      "activity_lines": [
        143.531333,
        145.182436,
        145.123561,
        138.954521
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.166667
    },
    "latest_close": 140.46,
    "trend_reference": 130.790804,
    "distance_from_trend": 0.073929,
    "trend_direction": "Improving",
    "fair_value": 119.175301,
    "distance_from_fair_value": 0.1786,
    "fair_value_direction": "Weakening",
    "relative_strength": 9.669535,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.157431,
    "excess_performance": 0.031806,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.073929,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.149125,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.1786,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.016372,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.096695,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.140341,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.157431,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.631556,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1400517,
      "relative_activity": 0.765737,
      "balance": 1.631556,
      "dry_up": 1.016793,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.080738,
      "annualized_volatility": 0.388958,
      "from_high_reference": -0.159641,
      "from_low_reference": 0.757634
    },
    "levels": {
      "trend_reference": 130.790804,
      "fair_value_reference": 119.175301,
      "structural_low": 96.950533,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 17,
        "median_return": 0.068987,
        "positive_rate": 0.764706,
        "directional_follow_through": 0.764706,
        "median_excess_return": 0.028108,
        "regime_survival": 0.352941,
        "best_return": 0.333395,
        "worst_return": -0.162604,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": 0.094891,
        "positive_rate": 0.777778,
        "directional_follow_through": 0.777778,
        "median_excess_return": 0.049258,
        "regime_survival": 0.333333,
        "best_return": 0.4683,
        "worst_return": -0.041784,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.158538,
        "positive_rate": 0.833333,
        "directional_follow_through": 0.833333,
        "median_excess_return": 0.035633,
        "regime_survival": 0.166667,
        "best_return": 0.248595,
        "worst_return": -0.012631,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.267437,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.145372,
        "regime_survival": 0.0,
        "best_return": 0.677516,
        "worst_return": -0.06817,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2024-11-08",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "active": false
      },
      {
        "regime": "balance",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "deceleration",
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        "color": "amber",
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        "end": "2025-07-04",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "balance",
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        "return": 0.071302,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "New",
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        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "end": "2026-03-13",
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        "active": false
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      {
        "regime": "deceleration",
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      },
      {
        "date": "2026-04-17",
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      },
      {
        "date": "2026-07-03",
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      },
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 1856127.85,
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        "fair_value": 118.850191,
        "relative_strength": 28.790619,
        "stage": 2,
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        "activity_lines": [
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      },
      {
        "date": "2026-07-24",
        "close": 150.43,
        "volume": 931094,
        "typical_volume": 1802647.95,
        "trend": 128.825909,
        "fair_value": 119.030661,
        "relative_strength": 24.222985,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 46.880567,
        "energy": 35.20927,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 135.02,
        "volume": 3387131,
        "typical_volume": 1865216.55,
        "trend": 129.789214,
        "fair_value": 119.089418,
        "relative_strength": 9.719857,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 30.928052,
        "energy": 23.811036,
        "activity_lines": [
          145.248667,
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      },
      {
        "date": "2026-08-07",
        "close": 140.46,
        "volume": 1400517,
        "typical_volume": 1828977.95,
        "trend": 130.790804,
        "fair_value": 119.175301,
        "relative_strength": 9.669535,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 33.424178,
        "energy": 19.539613,
        "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."
    }
  }
}