{
  "ticker": {
    "uuid": "b2888e3d-08ba-461b-9bec-7fd494ab55e0",
    "symbol": "LYTS",
    "name": "LSI 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": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 39.033,
    "architecture_energy": 21.938,
    "architecture_maturity": 53.55,
    "architecture_confidence": 82.403,
    "architecture_tenure": "New",
    "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": 47.61,
        "rotation_up": 25.1,
        "upward_expansion": 54.36,
        "deceleration": 90.28,
        "rotation_down": 29.52,
        "downward_expansion": 18.02
      },
      "activity_lines": [
        24.074667,
        24.513091,
        24.158756,
        23.3462
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.166667
    },
    "latest_close": 25.17,
    "trend_reference": 22.5047,
    "distance_from_trend": 0.118433,
    "trend_direction": "Improving",
    "fair_value": 17.812526,
    "distance_from_fair_value": 0.413051,
    "fair_value_direction": "Weakening",
    "relative_strength": 1.469081,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.10197,
    "excess_performance": -0.085484,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.118433,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.098318,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.413051,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.051485,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.014691,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.015194,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.10197,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.619366,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1106232,
      "relative_activity": 0.577231,
      "balance": 0.619366,
      "dry_up": 0.603212,
      "accumulation_observations": 2,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.083622,
      "annualized_volatility": 0.365569,
      "from_high_reference": -0.080044,
      "from_low_reference": 0.469379
    },
    "levels": {
      "trend_reference": 22.5047,
      "fair_value_reference": 17.812526,
      "structural_low": 18.051214,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 9,
        "median_return": 0.017455,
        "positive_rate": 0.555556,
        "directional_follow_through": 0.555556,
        "median_excess_return": 0.004506,
        "regime_survival": 0.333333,
        "best_return": 0.197076,
        "worst_return": -0.120359,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.017603,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.030784,
        "regime_survival": 0.0,
        "best_return": 0.183459,
        "worst_return": -0.217318,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.210414,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.066604,
        "regime_survival": 0.0,
        "best_return": 0.307194,
        "worst_return": -0.089286,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.02445,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.266033,
        "regime_survival": 0.5,
        "best_return": 0.101805,
        "worst_return": -0.052906,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-25",
        "end": "2025-07-04",
        "tenure": "Developing",
        "return": 0.204271,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-11",
        "end": "2025-07-18",
        "tenure": "New",
        "return": -0.005656,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-07-25",
        "end": "2025-08-29",
        "tenure": "Developing",
        "return": 0.217738,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-05",
        "end": "2025-10-31",
        "tenure": "Developing",
        "return": -0.017175,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-07",
        "end": "2025-11-28",
        "tenure": "New",
        "return": -0.056487,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-12-05",
        "end": "2025-12-26",
        "tenure": "New",
        "return": 0.002134,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-01-02",
        "end": "2026-01-16",
        "tenure": "New",
        "return": 0.074716,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-23",
        "end": "2026-01-30",
        "tenure": "New",
        "return": -0.001355,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-02-06",
        "end": "2026-03-06",
        "tenure": "Developing",
        "return": -0.133683,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-13",
        "end": "2026-04-03",
        "tenure": "New",
        "return": -0.041429,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-04-10",
        "end": "2026-04-17",
        "tenure": "New",
        "return": 0.071841,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-24",
        "end": "2026-05-08",
        "tenure": "New",
        "return": 0.1137,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-15",
        "end": "2026-07-24",
        "tenure": "Developing",
        "return": -0.003859,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.076101,
        "active": true
      }
    ],
    "chart_path": [
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      },
      {
        "date": "2026-04-24",
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        "date": "2026-06-05",
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      },
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 17.510099,
        "relative_strength": -2.447445,
        "stage": 2,
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        "modifier": "Established expansion",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 1930559.85,
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        "fair_value": 17.587114,
        "relative_strength": 0.632219,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 44.724393,
        "energy": 31.439625,
        "activity_lines": [
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          23.813486,
          23.000599
        ]
      },
      {
        "date": "2026-07-24",
        "close": 23.23,
        "volume": 1140024,
        "typical_volume": 1923813.3,
        "trend": 22.13919,
        "fair_value": 17.656856,
        "relative_strength": -0.776583,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 36.066853,
        "energy": 20.56265,
        "activity_lines": [
          24.139333,
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      },
      {
        "date": "2026-07-31",
        "close": 23.39,
        "volume": 1118003,
        "typical_volume": 1914837.05,
        "trend": 22.305885,
        "fair_value": 17.730348,
        "relative_strength": -0.734209,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 29.352266,
        "energy": 22.5927,
        "activity_lines": [
          23.704667,
          24.406182,
          23.944119,
          23.161418
        ]
      },
      {
        "date": "2026-08-07",
        "close": 25.17,
        "volume": 1106232,
        "typical_volume": 1916446.95,
        "trend": 22.5047,
        "fair_value": 17.812526,
        "relative_strength": 1.469081,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 39.033282,
        "energy": 21.937547,
        "activity_lines": [
          24.074667,
          24.513091,
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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."
    }
  }
}