{
  "ticker": {
    "uuid": "11a0cdd4-4e86-4c64-9b34-c50df4521256",
    "symbol": "AGL",
    "name": "Accordant Group 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": 92.919,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -1.806,
    "architecture_energy": 42.958,
    "architecture_maturity": 100.0,
    "architecture_confidence": 41.707,
    "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": 42.46,
        "rotation_up": 46.53,
        "upward_expansion": 35.33,
        "deceleration": 50.17,
        "rotation_down": 14.43,
        "downward_expansion": 55.0
      },
      "activity_lines": [
        0.165467,
        0.159273,
        0.152476,
        0.171699
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.166667
    },
    "latest_close": 0.172,
    "trend_reference": 0.204633,
    "distance_from_trend": -0.159472,
    "trend_direction": "Weakening",
    "fair_value": 0.498457,
    "distance_from_fair_value": -0.654935,
    "fair_value_direction": "Improving",
    "relative_strength": -30.432405,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.445161,
    "excess_performance": -0.473435,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.159472,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.17331,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.654935,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.120078,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.304324,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.194352,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.445161,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 5.0,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 50148,
      "relative_activity": 1.093012,
      "balance": 5.0,
      "dry_up": 0.380134,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.017889,
      "annualized_volatility": 1.100189,
      "from_high_reference": -0.478788,
      "from_low_reference": 0.323077
    },
    "levels": {
      "trend_reference": 0.204633,
      "fair_value_reference": 0.498457,
      "structural_low": 0.13,
      "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": 33,
        "median_return": -0.02459,
        "positive_rate": 0.363636,
        "directional_follow_through": 0.575758,
        "median_excess_return": -0.031571,
        "regime_survival": 0.909091,
        "best_return": 0.392157,
        "worst_return": -0.363636,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
        "median_return": -0.159254,
        "positive_rate": 0.363636,
        "directional_follow_through": 0.636364,
        "median_excess_return": -0.120967,
        "regime_survival": 0.727273,
        "best_return": 0.27907,
        "worst_return": -0.404255,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.272127,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.833333,
        "median_excess_return": -0.272862,
        "regime_survival": 0.666667,
        "best_return": 0.08,
        "worst_return": -0.479167,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.4375,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.499556,
        "regime_survival": 0.333333,
        "best_return": -0.269306,
        "worst_return": -0.581598,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-03-31",
        "end": "2024-07-26",
        "tenure": "Extended",
        "return": -0.602001,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-08-02",
        "end": "2024-09-27",
        "tenure": "Developing",
        "return": -0.153846,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-04",
        "end": "2024-10-11",
        "tenure": "New",
        "return": -0.104167,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-11-15",
        "tenure": "Developing",
        "return": 0.274725,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-12-13",
        "tenure": "New",
        "return": -0.145455,
        "active": false
      },
      {
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        "label": "Rotation Down",
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        "end": "2025-01-03",
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        "return": 0.041667,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-10",
        "end": "2025-08-29",
        "tenure": "Extended",
        "return": -0.375,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-09-05",
        "end": "2025-11-28",
        "tenure": "Established",
        "return": 0.053571,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-12-12",
        "tenure": "New",
        "return": -0.116667,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "return": -0.018519,
        "active": false
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        "active": false
      },
      {
        "regime": "upward_expansion",
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      {
        "regime": "deceleration",
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        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
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        "return": 0.228571,
        "active": true
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    "chart_path": [
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 46079.85,
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        "relative_strength": -36.036356,
        "stage": 4,
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        "direction": -51.575146,
        "energy": 80.084933,
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          0.153667,
          0.149436,
          0.15289,
          0.180348
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      },
      {
        "date": "2026-07-24",
        "close": 0.162,
        "volume": 16700,
        "typical_volume": 44045.55,
        "trend": 0.211367,
        "fair_value": 0.511061,
        "relative_strength": -35.45635,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -40.003954,
        "energy": 70.722247,
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          0.156933,
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          0.151657,
          0.176942
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      },
      {
        "date": "2026-07-31",
        "close": 0.166,
        "volume": 1624,
        "typical_volume": 43374.0,
        "trend": 0.2079,
        "fair_value": 0.504833,
        "relative_strength": -32.922169,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -30.455662,
        "energy": 32.519516,
        "activity_lines": [
          0.160733,
          0.155473,
          0.151462,
          0.174015
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      },
      {
        "date": "2026-08-07",
        "close": 0.172,
        "volume": 50148,
        "typical_volume": 45880.55,
        "trend": 0.204633,
        "fair_value": 0.498457,
        "relative_strength": -30.432405,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -1.806278,
        "energy": 42.958013,
        "activity_lines": [
          0.165467,
          0.159273,
          0.152476,
          0.171699
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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."
    }
  }
}