{
  "ticker": {
    "uuid": "ad57774a-4c15-4c33-bb6c-abedc6826b72",
    "symbol": "6291",
    "name": "Analog Integrations Corporation",
    "exchange": "TWO",
    "country": "TW",
    "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": "2026-08-14",
    "benchmark": "^TWII",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 61.433,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -21.215,
    "architecture_energy": 41.987,
    "architecture_maturity": 4.873,
    "architecture_confidence": 55.803,
    "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": 46.38,
        "rotation_up": 14.51,
        "upward_expansion": 21.91,
        "deceleration": 53.73,
        "rotation_down": 61.69,
        "downward_expansion": 46.91
      },
      "activity_lines": [
        366.966667,
        412.436364,
        462.428571,
        444.616547
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 385.0,
    "trend_reference": 399.342441,
    "distance_from_trend": -0.035915,
    "trend_direction": "Improving",
    "fair_value": 186.328568,
    "distance_from_fair_value": 1.066242,
    "fair_value_direction": "Weakening",
    "relative_strength": 1.11727,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.839598,
    "excess_performance": 0.398226,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.035915,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.313545,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.066242,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.780714,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.011173,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.688656,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.839598,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.787624,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 3218588,
      "relative_activity": 0.461994,
      "balance": 1.787624,
      "dry_up": 0.455622,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.273926,
      "annualized_volatility": 0.931911,
      "from_high_reference": -0.463788,
      "from_low_reference": 2.172748
    },
    "levels": {
      "trend_reference": 399.342441,
      "fair_value_reference": 186.328568,
      "structural_low": 214.197674,
      "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": 1,
        "median_return": 0.11066,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.079928,
        "regime_survival": 0.0,
        "best_return": 0.11066,
        "worst_return": 0.11066,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 1,
        "median_return": 0.326565,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.469057,
        "regime_survival": 0.0,
        "best_return": 0.326565,
        "worst_return": 0.326565,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 1,
        "median_return": 0.325212,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.326311,
        "regime_survival": 0.0,
        "best_return": 0.325212,
        "worst_return": 0.325212,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 2.133672,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 1.976905,
        "regime_survival": 0.0,
        "best_return": 2.133672,
        "worst_return": 2.133672,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-12-22",
        "end": "2024-01-12",
        "tenure": "New",
        "return": -0.037471,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-01-19",
        "end": "2024-02-16",
        "tenure": "Developing",
        "return": 0.105528,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-02-23",
        "end": "2024-03-15",
        "tenure": "New",
        "return": -0.114355,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-03-22",
        "end": "2025-02-14",
        "tenure": "Extended",
        "return": -0.455964,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-02-21",
        "end": "2025-03-21",
        "tenure": "Developing",
        "return": -0.110619,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-28",
        "end": "2025-04-18",
        "tenure": "New",
        "return": -0.204581,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-25",
        "end": "2025-06-20",
        "tenure": "Developing",
        "return": 0.047146,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-27",
        "end": "2025-07-18",
        "tenure": "New",
        "return": 0.001153,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-08-01",
        "tenure": "New",
        "return": 0.231707,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-08",
        "end": "2025-10-10",
        "tenure": "Developing",
        "return": 0.080586,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-12-05",
        "tenure": "Developing",
        "return": 0.259786,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-12-12",
        "end": "2026-07-10",
        "tenure": "Extended",
        "return": 1.635351,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-17",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.002677,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-08-14",
        "end": "2026-08-14",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-11",
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      },
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 8027125.7,
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        "fair_value": 183.246952,
        "relative_strength": 4.273634,
        "stage": 2,
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        "modifier": "Recompressing",
        "gate": "up",
        "direction": -5.148018,
        "energy": 21.817563,
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          431.033333,
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      },
      {
        "date": "2026-07-31",
        "close": 324.0,
        "volume": 2696769,
        "typical_volume": 7745519.5,
        "trend": 386.472673,
        "fair_value": 183.973062,
        "relative_strength": -8.55784,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -30.925139,
        "energy": 37.932054,
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          379.3,
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      },
      {
        "date": "2026-08-07",
        "close": 372.5,
        "volume": 3087362,
        "typical_volume": 7312096.25,
        "trend": 392.502712,
        "fair_value": 185.066003,
        "relative_strength": 2.006487,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -21.959635,
        "energy": 35.473741,
        "activity_lines": [
          365.666667,
          429.390909,
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      },
      {
        "date": "2026-08-14",
        "close": 385.0,
        "volume": 3218588,
        "typical_volume": 6966727.8,
        "trend": 399.342441,
        "fair_value": 186.328568,
        "relative_strength": 1.11727,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -21.215303,
        "energy": 41.987047,
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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."
    }
  }
}