{
  "ticker": {
    "uuid": "fb8b1418-b6db-48cb-b6e8-af2d88498e6f",
    "symbol": "NTWK",
    "name": "NetSol Technologies 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": 94.615,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 35.379,
    "architecture_energy": 19.753,
    "architecture_maturity": 45.484,
    "architecture_confidence": 79.912,
    "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": 44.48,
        "rotation_up": 25.29,
        "upward_expansion": 55.1,
        "deceleration": 89.59,
        "rotation_down": 26.75,
        "downward_expansion": 18.76
      },
      "activity_lines": [
        4.318667,
        4.380909,
        4.292571,
        4.111333
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.166667
    },
    "latest_close": 4.26,
    "trend_reference": 3.860333,
    "distance_from_trend": 0.103532,
    "trend_direction": "Improving",
    "fair_value": 3.021153,
    "distance_from_fair_value": 0.410058,
    "fair_value_direction": "Weakening",
    "relative_strength": -2.764524,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.401316,
    "excess_performance": 0.213862,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.103532,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.126118,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.410058,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.105359,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.027645,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.03198,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.401316,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.008324,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 95154,
      "relative_activity": 0.658613,
      "balance": 1.008324,
      "dry_up": 0.423277,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.091732,
      "annualized_volatility": 0.467611,
      "from_high_reference": -0.25913,
      "from_low_reference": 0.56044
    },
    "levels": {
      "trend_reference": 3.860333,
      "fair_value_reference": 3.021153,
      "structural_low": 3.06,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 7,
        "median_return": -0.015038,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.428571,
        "median_excess_return": -0.05226,
        "regime_survival": 0.571429,
        "best_return": 0.076046,
        "worst_return": -0.318735,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.013552,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.01704,
        "regime_survival": 0.25,
        "best_return": 0.101504,
        "worst_return": -0.260341,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.076642,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.031517,
        "regime_survival": 0.0,
        "best_return": 0.184211,
        "worst_return": 0.048662,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": -0.073308,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.176398,
        "regime_survival": 0.0,
        "best_return": -0.073308,
        "worst_return": -0.073308,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-08-02",
        "end": "2024-08-16",
        "tenure": "New",
        "return": -0.036101,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-08-23",
        "end": "2024-10-04",
        "tenure": "Developing",
        "return": 0.104089,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-11",
        "end": "2024-11-29",
        "tenure": "Developing",
        "return": -0.159375,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-12-06",
        "end": "2025-01-03",
        "tenure": "Developing",
        "return": -0.065693,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-01-10",
        "end": "2025-01-17",
        "tenure": "New",
        "return": -0.007547,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-24",
        "end": "2025-05-23",
        "tenure": "Established",
        "return": 0.045113,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-30",
        "end": "2025-06-20",
        "tenure": "New",
        "return": 0.00346,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-27",
        "end": "2025-10-31",
        "tenure": "Established",
        "return": 0.493197,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-07",
        "end": "2025-11-21",
        "tenure": "New",
        "return": -0.26764,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-28",
        "end": "2025-12-26",
        "tenure": "Developing",
        "return": 0.023256,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-01-02",
        "end": "2026-02-27",
        "tenure": "Developing",
        "return": 0.213793,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-06",
        "end": "2026-05-15",
        "tenure": "Developing",
        "return": 0.084881,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-22",
        "end": "2026-07-31",
        "tenure": "Developing",
        "return": 0.018913,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 72482.25,
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        ]
      },
      {
        "date": "2026-05-01",
        "close": 3.47,
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        "typical_volume": 161372.65,
        "trend": 3.441333,
        "fair_value": 2.831024,
        "relative_strength": -14.357523,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 15.302351,
        "energy": 11.144083,
        "activity_lines": [
          3.491333,
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          3.424333,
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        ]
      },
      {
        "date": "2026-05-08",
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        "typical_volume": 165535.8,
        "trend": 3.437667,
        "fair_value": 2.844101,
        "relative_strength": 0.43348,
        "stage": 1,
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        "gate": "mixed",
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        "energy": 56.451743,
        "activity_lines": [
          3.77,
          3.630545,
          3.517095,
          3.429054
        ]
      },
      {
        "date": "2026-05-15",
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        "volume": 343074,
        "typical_volume": 174728.4,
        "trend": 3.424,
        "fair_value": 2.855255,
        "relative_strength": -4.52303,
        "stage": 1,
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        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 70.343183,
        "energy": 70.77284,
        "activity_lines": [
          3.916667,
          3.721818,
          3.583095,
          3.47114
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      },
      {
        "date": "2026-05-22",
        "close": 4.23,
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        "typical_volume": 178012.75,
        "trend": 3.419,
        "fair_value": 2.86814,
        "relative_strength": -2.568693,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 74.251007,
        "energy": 78.013302,
        "activity_lines": [
          4.062,
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          3.52314
        ]
      },
      {
        "date": "2026-05-29",
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        "typical_volume": 179797.15,
        "trend": 3.428,
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        "relative_strength": 4.076658,
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        "activity_lines": [
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          3.766762,
          3.603204
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      },
      {
        "date": "2026-06-05",
        "close": 4.32,
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        "typical_volume": 181815.8,
        "trend": 3.435,
        "fair_value": 2.897371,
        "relative_strength": 0.860527,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.314626,
        "energy": 78.360253,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "typical_volume": 183588.1,
        "trend": 3.486667,
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        "relative_strength": 2.863079,
        "stage": 3,
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        "modifier": "Early expansion",
        "gate": "up",
        "direction": 70.93218,
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      },
      {
        "date": "2026-06-19",
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        "stage": 3,
        "regime": "upward_expansion",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 170759.35,
        "trend": 3.577667,
        "fair_value": 2.939422,
        "relative_strength": 5.433519,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.715018,
        "energy": 50.255586,
        "activity_lines": [
          4.428,
          4.338182,
          4.04119,
          3.842839
        ]
      },
      {
        "date": "2026-07-03",
        "close": 4.71,
        "volume": 130475,
        "typical_volume": 164201.2,
        "trend": 3.641333,
        "fair_value": 2.954742,
        "relative_strength": 7.74481,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 71.550516,
        "energy": 52.745137,
        "activity_lines": [
          4.514667,
          4.432727,
          4.125333,
          3.915892
        ]
      },
      {
        "date": "2026-07-10",
        "close": 4.35,
        "volume": 77567,
        "typical_volume": 159629.4,
        "trend": 3.688667,
        "fair_value": 2.96846,
        "relative_strength": -2.111487,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.348699,
        "energy": 42.613963,
        "activity_lines": [
          4.478,
          4.440727,
          4.168143,
          3.961613
        ]
      },
      {
        "date": "2026-07-17",
        "close": 4.42,
        "volume": 42704,
        "typical_volume": 154168.35,
        "trend": 3.733,
        "fair_value": 2.982563,
        "relative_strength": 3.959063,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 56.75491,
        "energy": 41.481443,
        "activity_lines": [
          4.462667,
          4.445455,
          4.212762,
          4.008796
        ]
      },
      {
        "date": "2026-07-24",
        "close": 4.35,
        "volume": 49147,
        "typical_volume": 148847.8,
        "trend": 3.775333,
        "fair_value": 2.99596,
        "relative_strength": 4.299429,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 43.514567,
        "energy": 31.741003,
        "activity_lines": [
          4.430667,
          4.435455,
          4.246429,
          4.048602
        ]
      },
      {
        "date": "2026-07-31",
        "close": 4.31,
        "volume": 57609,
        "typical_volume": 147280.35,
        "trend": 3.822333,
        "fair_value": 3.008781,
        "relative_strength": 2.983347,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 38.929434,
        "energy": 23.08198,
        "activity_lines": [
          4.374667,
          4.413455,
          4.273524,
          4.083097
        ]
      },
      {
        "date": "2026-08-07",
        "close": 4.26,
        "volume": 95154,
        "typical_volume": 144476.4,
        "trend": 3.860333,
        "fair_value": 3.021153,
        "relative_strength": -2.764524,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 35.378931,
        "energy": 19.752774,
        "activity_lines": [
          4.318667,
          4.380909,
          4.292571,
          4.111333
        ]
      }
    ],
    "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."
    }
  }
}