{
  "ticker": {
    "uuid": "460cbe3a-6f14-4ac2-b219-ad8001577490",
    "symbol": "POWL",
    "name": "Powell Industries Inc",
    "exchange": "NASDAQ",
    "country": "US",
    "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": "QQQ",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Momentum cooling",
    "architecture_gate": "mixed",
    "architecture_direction": -27.602,
    "architecture_energy": 38.903,
    "architecture_maturity": 39.453,
    "architecture_confidence": 57.982,
    "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": 36.58,
        "rotation_up": 14.42,
        "upward_expansion": 24.48,
        "deceleration": 56.45,
        "rotation_down": 67.48,
        "downward_expansion": 45.15
      },
      "activity_lines": [
        219.128,
        236.195818,
        253.201804,
        243.206781
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 211.56,
    "trend_reference": 224.031212,
    "distance_from_trend": -0.055667,
    "trend_direction": "Improving",
    "fair_value": 95.13141,
    "distance_from_fair_value": 1.223871,
    "fair_value_direction": "Weakening",
    "relative_strength": 8.984672,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.087273,
    "excess_performance": -0.100181,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.055667,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.262576,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.223871,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -1.888344,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.089847,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.993548,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.087273,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.775916,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 5055515,
      "relative_activity": 1.499493,
      "balance": 0.775916,
      "dry_up": 1.296791,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.176577,
      "annualized_volatility": 0.526564,
      "from_high_reference": -0.354786,
      "from_low_reference": 1.699796
    },
    "levels": {
      "trend_reference": 224.031212,
      "fair_value_reference": 95.13141,
      "structural_low": 157.451053,
      "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": 13,
        "median_return": 0.126349,
        "positive_rate": 0.615385,
        "directional_follow_through": 0.615385,
        "median_excess_return": 0.041676,
        "regime_survival": 0.461538,
        "best_return": 0.409338,
        "worst_return": -0.287313,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.05051,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
        "median_excess_return": 0.016223,
        "regime_survival": 0.0,
        "best_return": 0.560458,
        "worst_return": -0.311117,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.86604,
        "positive_rate": 0.833333,
        "directional_follow_through": 0.833333,
        "median_excess_return": 0.740743,
        "regime_survival": 0.166667,
        "best_return": 1.499982,
        "worst_return": -0.252393,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 1.631387,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 1.382504,
        "regime_survival": 0.333333,
        "best_return": 2.459167,
        "worst_return": 0.344188,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-17",
        "end": "2024-06-28",
        "tenure": "Developing",
        "return": -0.093094,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-07-05",
        "end": "2024-08-23",
        "tenure": "Developing",
        "return": 0.332134,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-08-30",
        "end": "2024-12-06",
        "tenure": "Established",
        "return": 0.676145,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-12-13",
        "end": "2025-02-21",
        "tenure": "Developing",
        "return": -0.295659,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-02-28",
        "end": "2025-03-14",
        "tenure": "New",
        "return": 0.021507,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-21",
        "end": "2025-06-06",
        "tenure": "Developing",
        "return": 0.038339,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-13",
        "end": "2025-07-04",
        "tenure": "New",
        "return": 0.15869,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-07-11",
        "end": "2025-08-08",
        "tenure": "Developing",
        "return": 0.146882,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-15",
        "end": "2025-11-28",
        "tenure": "Established",
        "return": 0.27189,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-12-05",
        "end": "2025-12-26",
        "tenure": "New",
        "return": -0.003712,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2026-03-20",
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        "return": 0.464475,
        "active": false
      },
      {
        "regime": "deceleration",
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        "tenure": "New",
        "return": 0.018158,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "return": 0.066995,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "return": -0.08885,
        "active": true
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      },
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        "date": "2026-07-17",
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 3005320.15,
        "trend": 217.994489,
        "fair_value": 92.778867,
        "relative_strength": 29.34464,
        "stage": 2,
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        "direction": 2.248672,
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      },
      {
        "date": "2026-07-31",
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        "volume": 4568438,
        "typical_volume": 3176144.75,
        "trend": 221.036846,
        "fair_value": 93.944555,
        "relative_strength": 14.211573,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -11.3786,
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        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 211.56,
        "volume": 5055515,
        "typical_volume": 3371482.85,
        "trend": 224.031212,
        "fair_value": 95.13141,
        "relative_strength": 8.984672,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -27.602351,
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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."
    }
  }
}