{
  "ticker": {
    "uuid": "627eb56f-4979-4f32-b2cb-9e5cf593f829",
    "symbol": "AIR",
    "name": "Air New Zealand Limited",
    "exchange": "NZE",
    "country": "NZ",
    "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": "^NZ50",
    "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": -52.179,
    "architecture_energy": 37.076,
    "architecture_maturity": 59.523,
    "architecture_confidence": 84.592,
    "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": 37.63,
        "rotation_up": 15.52,
        "upward_expansion": 3.59,
        "deceleration": 51.01,
        "rotation_down": 55.27,
        "downward_expansion": 74.59
      },
      "activity_lines": [
        0.423667,
        0.430545,
        0.431429,
        0.441882
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 0.425,
    "trend_reference": 0.468667,
    "distance_from_trend": -0.093172,
    "trend_direction": "Weakening",
    "fair_value": 0.550989,
    "distance_from_fair_value": -0.22866,
    "fair_value_direction": "Improving",
    "relative_strength": -21.191109,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.26087,
    "excess_performance": -0.289143,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.093172,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.102744,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.22866,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.025169,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.211911,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.027459,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.26087,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.297272,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 4042094,
      "relative_activity": 0.804056,
      "balance": 1.297272,
      "dry_up": 0.712328,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.065158,
      "annualized_volatility": 0.361685,
      "from_high_reference": -0.325397,
      "from_low_reference": 0.0625
    },
    "levels": {
      "trend_reference": 0.468667,
      "fair_value_reference": 0.550989,
      "structural_low": 0.4,
      "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": 28,
        "median_return": -0.008588,
        "positive_rate": 0.464286,
        "directional_follow_through": 0.535714,
        "median_excess_return": -0.010599,
        "regime_survival": 0.857143,
        "best_return": 0.08871,
        "worst_return": -0.252174,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 10,
        "median_return": -0.076783,
        "positive_rate": 0.4,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.097354,
        "regime_survival": 0.6,
        "best_return": 0.252252,
        "worst_return": -0.36204,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.016129,
        "positive_rate": 0.2,
        "directional_follow_through": 0.8,
        "median_excess_return": -0.062174,
        "regime_survival": 0.2,
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        "worst_return": -0.201113,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.220985,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.273161,
        "regime_survival": 0.5,
        "best_return": 0.264,
        "worst_return": -0.341831,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "balance",
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      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "tenure": "Extended",
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      },
      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-04-11",
        "tenure": "Established",
        "return": 0.047671,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-06-06",
        "tenure": "Developing",
        "return": 0.026087,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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        "color": "red",
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        "end": "2025-08-29",
        "tenure": "Developing",
        "return": 0.0,
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      },
      {
        "regime": "balance",
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        "tenure": "New",
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        "active": false
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      {
        "regime": "rotation_up",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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      {
        "regime": "rotation_down",
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      {
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 7246640.75,
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        "stage": 4,
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      },
      {
        "date": "2026-07-31",
        "close": 0.415,
        "volume": 4062992,
        "typical_volume": 6671274.95,
        "trend": 0.474167,
        "fair_value": 0.552447,
        "relative_strength": -22.856693,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -52.06821,
        "energy": 37.296365,
        "activity_lines": [
          0.425333,
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      },
      {
        "date": "2026-08-07",
        "close": 0.425,
        "volume": 4042094,
        "typical_volume": 5027133.05,
        "trend": 0.468667,
        "fair_value": 0.550989,
        "relative_strength": -21.191109,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
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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."
    }
  }
}