{
  "ticker": {
    "uuid": "50a7e8cc-cd56-41ac-bb31-7fe8f54a4abd",
    "symbol": "GSS",
    "name": "GSS Infotech Limited",
    "exchange": "NSI",
    "country": "IN",
    "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": "^NSEI",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4c",
    "phase_label": "Stage 4C \u00b7 Repair watch",
    "transition": "stage_4_to_1_watch",
    "transition_label": "Stage 4 \u2192 1 repair watch",
    "confidence": 61.704,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -19.786,
    "architecture_energy": 12.473,
    "architecture_maturity": 25.282,
    "architecture_confidence": 81.651,
    "architecture_tenure": "New",
    "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": 46.44,
        "rotation_up": 23.96,
        "upward_expansion": 14.63,
        "deceleration": 39.43,
        "rotation_down": 36.16,
        "downward_expansion": 64.63
      },
      "activity_lines": [
        12.92,
        12.812909,
        13.093238,
        13.17471
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 14.01,
    "trend_reference": 13.483667,
    "distance_from_trend": 0.039035,
    "trend_direction": "Weakening",
    "fair_value": 75.020449,
    "distance_from_fair_value": -0.813251,
    "fair_value_direction": "Improving",
    "relative_strength": -19.11468,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.09085,
    "excess_performance": -0.047141,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.039035,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.127346,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.813251,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.031537,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.191147,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.173805,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.09085,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.729527,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 597379,
      "relative_activity": 2.453139,
      "balance": 1.729527,
      "dry_up": 1.009841,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.078296,
      "annualized_volatility": 0.713107,
      "from_high_reference": -0.587577,
      "from_low_reference": 0.614055
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    "levels": {
      "trend_reference": 13.483667,
      "fair_value_reference": 75.020449,
      "structural_low": 8.68,
      "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": 36,
        "median_return": -0.070924,
        "positive_rate": 0.277778,
        "directional_follow_through": 0.722222,
        "median_excess_return": -0.072568,
        "regime_survival": 0.944444,
        "best_return": 0.413103,
        "worst_return": -0.269767,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
        "median_return": -0.201231,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.218164,
        "regime_survival": 0.916667,
        "best_return": 0.057092,
        "worst_return": -0.415251,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.421656,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.833333,
        "median_excess_return": -0.42611,
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        "worst_return": -0.526703,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.68961,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
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        "best_return": -0.309593,
        "worst_return": -0.709098,
        "sufficient": false
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    ],
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        "start": "2021-07-23",
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        "return": 0.591432,
        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2022-01-28",
        "end": "2022-04-15",
        "tenure": "Developing",
        "return": 0.068895,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2023-02-03",
        "tenure": "Developing",
        "return": -0.168246,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "end": "2023-03-10",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-03-17",
        "end": "2023-08-25",
        "tenure": "Established",
        "return": 0.013666,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2023-09-15",
        "tenure": "New",
        "return": 0.04797,
        "active": false
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2023-10-06",
        "tenure": "New",
        "return": 0.053418,
        "active": false
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      {
        "regime": "upward_expansion",
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        "end": "2023-11-03",
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      {
        "regime": "balance",
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        "active": false
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      {
        "regime": "downward_expansion",
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      {
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      },
      {
        "date": "2026-04-17",
        "close": 15.53,
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        "trend": 17.702,
        "fair_value": 93.206026,
        "relative_strength": -33.672855,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
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      },
      {
        "date": "2026-04-24",
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      },
      {
        "date": "2026-05-01",
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        "typical_volume": 402009.65,
        "trend": 16.981,
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 362597.5,
        "trend": 16.588333,
        "fair_value": 89.554872,
        "relative_strength": -36.495174,
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 353629.75,
        "trend": 16.203333,
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        "relative_strength": -36.465238,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 334176.0,
        "trend": 15.821,
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        "relative_strength": -32.989011,
        "stage": 4,
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        "modifier": "Balance after decline",
        "gate": "down",
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        "energy": 18.655287,
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 315992.7,
        "trend": 15.451333,
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        "relative_strength": -32.969027,
        "stage": 4,
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      },
      {
        "date": "2026-06-05",
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        "volume": 39809,
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        "trend": 15.087667,
        "fair_value": 85.078013,
        "relative_strength": -33.241742,
        "stage": 4,
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        "modifier": "Balance after decline",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 12.35,
        "volume": 26580,
        "typical_volume": 290382.3,
        "trend": 14.764667,
        "fair_value": 83.905256,
        "relative_strength": -36.207851,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
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      },
      {
        "date": "2026-06-19",
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        "typical_volume": 286260.95,
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        "relative_strength": -32.607666,
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        "regime": "balance",
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      },
      {
        "date": "2026-06-26",
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        "volume": 0,
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        "fair_value": 81.668333,
        "relative_strength": -30.548041,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
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        "energy": 36.888795,
        "activity_lines": [
          12.973333,
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          13.642237
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      },
      {
        "date": "2026-07-03",
        "close": 12.77,
        "volume": 15428,
        "typical_volume": 261918.45,
        "trend": 14.142667,
        "fair_value": 80.547628,
        "relative_strength": -31.947401,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "energy": 40.521837,
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      },
      {
        "date": "2026-07-10",
        "close": 12.5,
        "volume": 43283,
        "typical_volume": 253766.15,
        "trend": 13.958333,
        "fair_value": 79.452756,
        "relative_strength": -31.938522,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -58.387972,
        "energy": 40.932995,
        "activity_lines": [
          12.766,
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      },
      {
        "date": "2026-07-17",
        "close": 12.32,
        "volume": 45418,
        "typical_volume": 242672.0,
        "trend": 13.829333,
        "fair_value": 78.389744,
        "relative_strength": -31.901778,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.520048,
        "energy": 48.148033,
        "activity_lines": [
          12.618667,
          12.793455,
          13.13881,
          13.328968
        ]
      },
      {
        "date": "2026-07-24",
        "close": 12.11,
        "volume": 154789,
        "typical_volume": 244792.75,
        "trend": 13.700667,
        "fair_value": 77.30391,
        "relative_strength": -30.111172,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -62.898312,
        "energy": 54.049982,
        "activity_lines": [
          12.403333,
          12.634545,
          13.046714,
          13.218043
        ]
      },
      {
        "date": "2026-07-31",
        "close": 12.57,
        "volume": 186064,
        "typical_volume": 232811.85,
        "trend": 13.551,
        "fair_value": 76.159487,
        "relative_strength": -27.911185,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -56.103358,
        "energy": 48.959201,
        "activity_lines": [
          12.401333,
          12.581273,
          13.003095,
          13.145097
        ]
      },
      {
        "date": "2026-08-07",
        "close": 14.01,
        "volume": 597379,
        "typical_volume": 243516.15,
        "trend": 13.483667,
        "fair_value": 75.020449,
        "relative_strength": -19.11468,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -19.786458,
        "energy": 12.4731,
        "activity_lines": [
          12.92,
          12.812909,
          13.093238,
          13.17471
        ]
      }
    ],
    "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."
    }
  }
}