{
  "ticker": {
    "uuid": "4bdd9bb8-12ad-4c72-a4fe-40bf55f7747c",
    "symbol": "1R6",
    "name": "Avi-Tech Holdings Limited",
    "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": 3,
    "stage_name": "Distribution",
    "phase": "3c",
    "phase_label": "Stage 3C \u00b7 Breakdown watch",
    "transition": "stage_3_to_4_watch",
    "transition_label": "Stage 3 \u2192 4 watch",
    "confidence": 53.364,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Momentum cooling",
    "architecture_gate": "up",
    "architecture_direction": -11.495,
    "architecture_energy": 32.158,
    "architecture_maturity": 43.64,
    "architecture_confidence": 69.945,
    "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": 45.99,
        "rotation_up": 14.11,
        "upward_expansion": 45.54,
        "deceleration": 72.77,
        "rotation_down": 46.54,
        "downward_expansion": 37.21
      },
      "activity_lines": [
        0.222333,
        0.234818,
        0.243181,
        0.232176
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.333333
    },
    "latest_close": 0.21,
    "trend_reference": 0.217167,
    "distance_from_trend": -0.033001,
    "trend_direction": "Improving",
    "fair_value": 0.220063,
    "distance_from_fair_value": -0.045726,
    "fair_value_direction": "Weakening",
    "relative_strength": -15.358043,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.22093,
    "excess_performance": 0.066095,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.033001,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.079,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.045726,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.458508,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.15358,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.585444,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.22093,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.010257,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 290500,
      "relative_activity": 0.069304,
      "balance": 0.010257,
      "dry_up": 0.111185,
      "accumulation_observations": 0,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.10989,
      "annualized_volatility": 0.641762,
      "from_high_reference": -0.373134,
      "from_low_reference": 0.235294
    },
    "levels": {
      "trend_reference": 0.217167,
      "fair_value_reference": 0.220063,
      "structural_low": 0.17,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 6,
        "median_return": 0.00741,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.013571,
        "regime_survival": 0.333333,
        "best_return": 0.051544,
        "worst_return": -0.075472,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": 0.040609,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.007453,
        "regime_survival": 0.0,
        "best_return": 0.092783,
        "worst_return": 0.0,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.039218,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.094427,
        "regime_survival": 0.0,
        "best_return": 0.051544,
        "worst_return": 0.017796,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.173608,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.012121,
        "regime_survival": 0.5,
        "best_return": 0.3365,
        "worst_return": 0.010716,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-06-14",
        "end": "2024-06-21",
        "tenure": "New",
        "return": 0.038458,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-06-28",
        "end": "2024-08-30",
        "tenure": "Developing",
        "return": -0.056603,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-09-06",
        "end": "2024-11-15",
        "tenure": "Developing",
        "return": -0.029714,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-22",
        "end": "2025-05-23",
        "tenure": "Extended",
        "return": -0.106385,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-06-27",
        "tenure": "Developing",
        "return": -0.07619,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-07-04",
        "end": "2025-08-01",
        "tenure": "Developing",
        "return": 0.040609,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-08-15",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-22",
        "end": "2025-09-12",
        "tenure": "New",
        "return": 0.099474,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2025-11-07",
        "tenure": "Developing",
        "return": -0.035564,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-01-30",
        "tenure": "Developing",
        "return": -0.046875,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-06",
        "end": "2026-04-17",
        "tenure": "Developing",
        "return": 0.145349,
        "active": false
      },
      {
        "regime": "rotation_up",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "upward_expansion",
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        "tenure": "Developing",
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        "active": false
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      {
        "regime": "deceleration",
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        "return": -0.207547,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 4129763.3,
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        "fair_value": 0.220884,
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        "stage": 2,
        "regime": "deceleration",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
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        "volume": 231900,
        "typical_volume": 4127428.3,
        "trend": 0.214967,
        "fair_value": 0.220764,
        "relative_strength": 1.032107,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 35.308304,
        "energy": 19.156155,
        "activity_lines": [
          0.250667,
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          0.24709,
          0.231727
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.235,
        "volume": 460100,
        "typical_volume": 4137828.3,
        "trend": 0.216333,
        "fair_value": 0.220637,
        "relative_strength": -4.231704,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 31.984388,
        "energy": 16.803579,
        "activity_lines": [
          0.244667,
          0.250091,
          0.247629,
          0.233019
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      },
      {
        "date": "2026-07-31",
        "close": 0.21,
        "volume": 881700,
        "typical_volume": 4177778.3,
        "trend": 0.216733,
        "fair_value": 0.220378,
        "relative_strength": -14.603143,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -4.271092,
        "energy": 13.413666,
        "activity_lines": [
          0.232333,
          0.241909,
          0.245481,
          0.232611
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.21,
        "volume": 290500,
        "typical_volume": 4191653.3,
        "trend": 0.217167,
        "fair_value": 0.220063,
        "relative_strength": -15.358043,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": -11.494618,
        "energy": 32.1582,
        "activity_lines": [
          0.222333,
          0.234818,
          0.243181,
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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."
    }
  }
}