{
  "ticker": {
    "uuid": "4033572a-bc81-4db9-84da-af9f18a9d1a3",
    "symbol": "PPIH",
    "name": "Perma-Pipe International Holdings 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": 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": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -60.093,
    "architecture_energy": 44.355,
    "architecture_maturity": 20.528,
    "architecture_confidence": 94.872,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 15.9,
        "rotation_up": 18.95,
        "upward_expansion": 6.14,
        "deceleration": 48.28,
        "rotation_down": 59.15,
        "downward_expansion": 81.81
      },
      "activity_lines": [
        25.34,
        25.784545,
        27.711619,
        28.603247
      ],
      "activity_state": "Moderate",
      "activity_direction": "Stable",
      "rotation_direction": "Stable",
      "price_acceptance": -0.833333
    },
    "latest_close": 26.45,
    "trend_reference": 29.606,
    "distance_from_trend": -0.1066,
    "trend_direction": "Weakening",
    "fair_value": 17.36479,
    "distance_from_fair_value": 0.523197,
    "fair_value_direction": "Weakening",
    "relative_strength": -20.176025,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.15925,
    "excess_performance": -0.346703,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.1066,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.027845,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.523197,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.607294,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.20176,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.252415,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.15925,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.265761,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 338472,
      "relative_activity": 0.647395,
      "balance": 0.265761,
      "dry_up": 0.673899,
      "accumulation_observations": 0,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.118685,
      "annualized_volatility": 0.508759,
      "from_high_reference": -0.279684,
      "from_low_reference": 0.204463
    },
    "levels": {
      "trend_reference": 29.606,
      "fair_value_reference": 17.36479,
      "structural_low": 23.035,
      "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": 11,
        "median_return": 0.005269,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.454545,
        "median_excess_return": -0.016918,
        "regime_survival": 0.727273,
        "best_return": 0.275202,
        "worst_return": -0.189125,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": 0.097714,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.027541,
        "regime_survival": 0.25,
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        "worst_return": -0.220674,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.063224,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.003335,
        "regime_survival": 0.0,
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        "worst_return": -0.037166,
        "sufficient": false
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      {
        "horizon": "Full cycle",
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        "median_return": 0.443262,
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        "worst_return": -0.108535,
        "sufficient": false
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        "end": "2024-07-26",
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        "regime": "upward_expansion",
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      {
        "regime": "rotation_down",
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        "end": "2025-04-11",
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        "return": -0.046986,
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      {
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        "regime": "balance",
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        "fair_value": 15.706265,
        "relative_strength": 9.494329,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 57.376738,
        "energy": 39.37572,
        "activity_lines": [
          32.178,
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          30.692527
        ]
      },
      {
        "date": "2026-05-08",
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        "typical_volume": 437197.45,
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        "relative_strength": 5.065486,
        "stage": 2,
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        "modifier": "Upper balance after advance",
        "gate": "up",
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        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-15",
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        "typical_volume": 438939.0,
        "trend": 30.272667,
        "fair_value": 15.994533,
        "relative_strength": -0.978193,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
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        "energy": 40.919054,
        "activity_lines": [
          32.59,
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 446163.15,
        "trend": 30.355,
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        "relative_strength": -5.175399,
        "stage": 2,
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        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 47.498069,
        "energy": 26.075483,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "volume": 353709,
        "typical_volume": 436063.25,
        "trend": 30.454,
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        "relative_strength": -10.063352,
        "stage": 3,
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        "modifier": "Upper balance after advance",
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        "direction": 29.892805,
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        ]
      },
      {
        "date": "2026-06-05",
        "close": 31.15,
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        "typical_volume": 423500.5,
        "trend": 30.565667,
        "fair_value": 16.389662,
        "relative_strength": -5.067738,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "volume": 1560391,
        "typical_volume": 480496.55,
        "trend": 30.603,
        "fair_value": 16.489341,
        "relative_strength": -24.524553,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
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        "energy": 29.681013,
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      },
      {
        "date": "2026-06-19",
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        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
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      },
      {
        "date": "2026-06-26",
        "close": 27.67,
        "volume": 1431008,
        "typical_volume": 536019.95,
        "trend": 30.836,
        "fair_value": 16.726969,
        "relative_strength": -15.906556,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -58.605959,
        "energy": 54.392919,
        "activity_lines": [
          28.241333,
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          30.326762,
          30.57243
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      },
      {
        "date": "2026-07-03",
        "close": 25.46,
        "volume": 518822,
        "typical_volume": 538670.45,
        "trend": 30.755667,
        "fair_value": 16.834597,
        "relative_strength": -23.043583,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -70.667914,
        "energy": 67.401388,
        "activity_lines": [
          27.133333,
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          29.828381,
          30.225591
        ]
      },
      {
        "date": "2026-07-10",
        "close": 25.08,
        "volume": 393055,
        "typical_volume": 541661.45,
        "trend": 30.505333,
        "fair_value": 16.940174,
        "relative_strength": -25.277271,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -68.656838,
        "energy": 65.922815,
        "activity_lines": [
          26.247333,
          27.76,
          29.326048,
          29.859419
        ]
      },
      {
        "date": "2026-07-17",
        "close": 25.42,
        "volume": 374669,
        "typical_volume": 532127.7,
        "trend": 30.278,
        "fair_value": 17.047931,
        "relative_strength": -20.836612,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.379647,
        "energy": 69.717813,
        "activity_lines": [
          25.879333,
          27.082364,
          28.897714,
          29.531333
        ]
      },
      {
        "date": "2026-07-24",
        "close": 25.11,
        "volume": 251073,
        "typical_volume": 520950.3,
        "trend": 30.015667,
        "fair_value": 17.157867,
        "relative_strength": -20.338766,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -66.084267,
        "energy": 71.219368,
        "activity_lines": [
          25.404,
          26.500364,
          28.472952,
          29.197914
        ]
      },
      {
        "date": "2026-07-31",
        "close": 24.15,
        "volume": 445102,
        "typical_volume": 523709.4,
        "trend": 29.801667,
        "fair_value": 17.254597,
        "relative_strength": -23.70329,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -70.099387,
        "energy": 68.45983,
        "activity_lines": [
          24.871333,
          25.868909,
          27.973333,
          28.819484
        ]
      },
      {
        "date": "2026-08-07",
        "close": 26.45,
        "volume": 338472,
        "typical_volume": 522821.35,
        "trend": 29.606,
        "fair_value": 17.36479,
        "relative_strength": -20.176025,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -60.093311,
        "energy": 44.355406,
        "activity_lines": [
          25.34,
          25.784545,
          27.711619,
          28.603247
        ]
      }
    ],
    "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."
    }
  }
}