{
  "ticker": {
    "uuid": "21d87e04-1da1-4d86-9ebb-84332c59cc2a",
    "symbol": "AVNT",
    "name": "Avant Brands 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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -51.068,
    "architecture_energy": 32.465,
    "architecture_maturity": 61.995,
    "architecture_confidence": 83.441,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 33.53,
        "rotation_up": 24.18,
        "upward_expansion": 3.59,
        "deceleration": 57.68,
        "rotation_down": 42.96,
        "downward_expansion": 74.59
      },
      "activity_lines": [
        0.572667,
        0.576545,
        0.587619,
        0.619269
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 0.58,
    "trend_reference": 0.681333,
    "distance_from_trend": -0.148728,
    "trend_direction": "Weakening",
    "fair_value": 1.746987,
    "distance_from_fair_value": -0.668,
    "fair_value_direction": "Improving",
    "relative_strength": -30.657271,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.325581,
    "excess_performance": -0.446003,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.148728,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.107424,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.668,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.04808,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.306573,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.011363,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.325581,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.883755,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 17900,
      "relative_activity": 0.583727,
      "balance": 0.883755,
      "dry_up": 1.084298,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.122016,
      "annualized_volatility": 0.559983,
      "from_high_reference": -0.462963,
      "from_low_reference": 0.208333
    },
    "levels": {
      "trend_reference": 0.681333,
      "fair_value_reference": 1.746987,
      "structural_low": 0.48,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 43,
        "median_return": -0.068966,
        "positive_rate": 0.325581,
        "directional_follow_through": 0.651163,
        "median_excess_return": -0.077402,
        "regime_survival": 0.837209,
        "best_return": 1.358491,
        "worst_return": -0.411111,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 16,
        "median_return": -0.081769,
        "positive_rate": 0.3125,
        "directional_follow_through": 0.6875,
        "median_excess_return": -0.07758,
        "regime_survival": 0.625,
        "best_return": 0.886792,
        "worst_return": -0.53913,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
        "median_return": -0.135033,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.096707,
        "regime_survival": 0.625,
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        "worst_return": -0.728205,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.396592,
        "positive_rate": 0.25,
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        "median_excess_return": -0.383713,
        "regime_survival": 0.5,
        "best_return": 0.849057,
        "worst_return": -0.869136,
        "sufficient": false
      }
    ],
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        "end": "2023-09-01",
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      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "regime": "rotation_down",
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        "active": false
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      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "active": false
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      {
        "regime": "downward_expansion",
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        "return": 0.113924,
        "active": false
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      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "direction": -91.575251,
        "energy": 94.413789,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-08",
        "close": 0.6,
        "volume": 118800,
        "typical_volume": 42445.0,
        "trend": 0.766667,
        "fair_value": 2.113269,
        "relative_strength": -31.793604,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "direction": -66.70534,
        "energy": 82.721567,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 42655.0,
        "trend": 0.764,
        "fair_value": 2.088333,
        "relative_strength": -29.484925,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -64.878924,
        "energy": 76.877553,
        "activity_lines": [
          0.586,
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          0.692476,
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      },
      {
        "date": "2026-05-22",
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        "volume": 23200,
        "typical_volume": 40615.0,
        "trend": 0.762333,
        "fair_value": 2.063077,
        "relative_strength": -35.67866,
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        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -69.18266,
        "energy": 66.714091,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-29",
        "close": 0.65,
        "volume": 70600,
        "typical_volume": 43245.0,
        "trend": 0.763333,
        "fair_value": 2.040321,
        "relative_strength": -25.26166,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "direction": -57.030521,
        "energy": 42.126249,
        "activity_lines": [
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          0.719441
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      },
      {
        "date": "2026-06-05",
        "close": 0.6,
        "volume": 3000,
        "typical_volume": 41315.0,
        "trend": 0.763667,
        "fair_value": 2.016282,
        "relative_strength": -29.768318,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -46.983598,
        "energy": 36.305357,
        "activity_lines": [
          0.606667,
          0.601091,
          0.651667,
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      },
      {
        "date": "2026-06-12",
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        "volume": 7000,
        "typical_volume": 38285.0,
        "trend": 0.763,
        "fair_value": 1.9925,
        "relative_strength": -25.591933,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -43.475986,
        "energy": 32.429381,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "gate": "down",
        "direction": -50.492085,
        "energy": 32.6413,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "volume": 500,
        "typical_volume": 31925.0,
        "trend": 0.751,
        "fair_value": 1.945256,
        "relative_strength": -29.155115,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -46.411151,
        "energy": 33.589526,
        "activity_lines": [
          0.606,
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          0.625524,
          0.678946
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      },
      {
        "date": "2026-07-03",
        "close": 0.59,
        "volume": 0,
        "typical_volume": 31105.0,
        "trend": 0.745667,
        "fair_value": 1.923077,
        "relative_strength": -30.193512,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.59255,
        "energy": 37.643378,
        "activity_lines": [
          0.598,
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          0.668559
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      },
      {
        "date": "2026-07-10",
        "close": 0.55,
        "volume": 46300,
        "typical_volume": 32775.0,
        "trend": 0.732,
        "fair_value": 1.896795,
        "relative_strength": -34.313688,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -67.359972,
        "energy": 44.814818,
        "activity_lines": [
          0.580667,
          0.592909,
          0.607857,
          0.655935
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      },
      {
        "date": "2026-07-17",
        "close": 0.54,
        "volume": 64000,
        "typical_volume": 33780.0,
        "trend": 0.717333,
        "fair_value": 1.862756,
        "relative_strength": -34.829143,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -64.399411,
        "energy": 43.513385,
        "activity_lines": [
          0.563333,
          0.582364,
          0.59819,
          0.643548
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.58,
        "volume": 18100,
        "typical_volume": 33000.0,
        "trend": 0.705,
        "fair_value": 1.828013,
        "relative_strength": -29.688442,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -56.266407,
        "energy": 38.760555,
        "activity_lines": [
          0.566,
          0.580182,
          0.59381,
          0.634688
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.58,
        "volume": 33000,
        "typical_volume": 30595.0,
        "trend": 0.694,
        "fair_value": 1.783654,
        "relative_strength": -28.870989,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -53.852278,
        "energy": 36.283546,
        "activity_lines": [
          0.568667,
          0.578545,
          0.590429,
          0.626624
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.58,
        "volume": 17900,
        "typical_volume": 30665.0,
        "trend": 0.681333,
        "fair_value": 1.746987,
        "relative_strength": -30.657271,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -51.067514,
        "energy": 32.46535,
        "activity_lines": [
          0.572667,
          0.576545,
          0.587619,
          0.619269
        ]
      }
    ],
    "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."
    }
  }
}