{
  "ticker": {
    "uuid": "7558d8df-a01c-49dc-880e-891b77e06e14",
    "symbol": "8AZ",
    "name": "Aztech Global Ltd.",
    "exchange": "SES",
    "country": "SG",
    "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": "^STI",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Structural failure",
    "architecture_gate": "mixed",
    "architecture_direction": -51.654,
    "architecture_energy": 74.274,
    "architecture_maturity": 20.772,
    "architecture_confidence": 88.21,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 24.73,
        "rotation_up": 14.03,
        "upward_expansion": 30.69,
        "deceleration": 49.2,
        "rotation_down": 71.21,
        "downward_expansion": 53.35
      },
      "activity_lines": [
        0.714028,
        0.776511,
        0.830575,
        0.811782
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.333333
    },
    "latest_close": 0.605,
    "trend_reference": 0.765478,
    "distance_from_trend": -0.209645,
    "trend_direction": "Improving",
    "fair_value": 0.619154,
    "distance_from_fair_value": -0.02286,
    "fair_value_direction": "Weakening",
    "relative_strength": -25.14203,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.059135,
    "excess_performance": -0.0957,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.209645,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.125207,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.02286,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.668961,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.25142,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.724051,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.059135,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.123798,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 17583000,
      "relative_activity": 1.343336,
      "balance": 0.123798,
      "dry_up": 0.80569,
      "accumulation_observations": 0,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.11469,
      "annualized_volatility": 0.547661,
      "from_high_reference": -0.444954,
      "from_low_reference": 0.137267
    },
    "levels": {
      "trend_reference": 0.765478,
      "fair_value_reference": 0.619154,
      "structural_low": 0.571221,
      "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": 2,
        "median_return": -0.05239,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.066897,
        "regime_survival": 0.0,
        "best_return": -0.031446,
        "worst_return": -0.073333,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": 0.007547,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.054037,
        "regime_survival": 0.0,
        "best_return": 0.081761,
        "worst_return": -0.066667,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.060205,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.121498,
        "regime_survival": 0.0,
        "best_return": 0.055695,
        "worst_return": -0.176106,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.093291,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.04343,
        "regime_survival": 0.0,
        "best_return": 0.111479,
        "worst_return": 0.075103,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-07-12",
        "end": "2024-10-25",
        "tenure": "Established",
        "return": 0.075738,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-11-01",
        "end": "2024-11-15",
        "tenure": "New",
        "return": -0.093334,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-22",
        "end": "2025-03-21",
        "tenure": "Established",
        "return": 0.084506,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-03-28",
        "end": "2025-04-11",
        "tenure": "New",
        "return": -0.064103,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-18",
        "end": "2025-04-25",
        "tenure": "New",
        "return": -0.072073,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-02",
        "end": "2025-06-27",
        "tenure": "Developing",
        "return": 0.123809,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-04",
        "end": "2025-07-18",
        "tenure": "New",
        "return": 0.034484,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-07-25",
        "end": "2025-08-08",
        "tenure": "New",
        "return": -0.007462,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-15",
        "end": "2025-10-17",
        "tenure": "Developing",
        "return": -0.045113,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-24",
        "end": "2025-12-26",
        "tenure": "Developing",
        "return": -0.037038,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-02",
        "end": "2026-02-20",
        "tenure": "Developing",
        "return": 0.053848,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-27",
        "end": "2026-06-12",
        "tenure": "Established",
        "return": 0.313731,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-06-19",
        "end": "2026-07-24",
        "tenure": "Developing",
        "return": -0.058149,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-31",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.090015,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 0.47887,
        "volume": 2265300,
        "typical_volume": 3069215.0,
        "trend": 0.48215,
        "fair_value": 0.549759,
        "relative_strength": -0.757319,
        "stage": 4,
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        "modifier": "Established contraction",
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      },
      {
        "date": "2023-08-25",
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      },
      {
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      },
      {
        "date": "2023-09-08",
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      },
      {
        "date": "2023-09-15",
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      },
      {
        "date": "2023-09-22",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 12883050.0,
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        "direction": 19.765931,
        "energy": 15.88566,
        "activity_lines": [
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          0.822996
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      },
      {
        "date": "2026-07-24",
        "close": 0.833538,
        "volume": 3875700,
        "typical_volume": 12494495.0,
        "trend": 0.760941,
        "fair_value": 0.617216,
        "relative_strength": 4.473685,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 16.965646,
        "energy": 14.761156,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 0.664846,
        "volume": 15950800,
        "typical_volume": 12638045.0,
        "trend": 0.764207,
        "fair_value": 0.618387,
        "relative_strength": -17.059391,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "up",
        "direction": -25.219986,
        "energy": 32.890916,
        "activity_lines": [
          0.78293,
          0.821121,
          0.853225,
          0.822053
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.605,
        "volume": 17583000,
        "typical_volume": 13089060.0,
        "trend": 0.765478,
        "fair_value": 0.619154,
        "relative_strength": -25.14203,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Structural failure",
        "gate": "mixed",
        "direction": -51.654327,
        "energy": 74.274131,
        "activity_lines": [
          0.714028,
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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."
    }
  }
}