{
  "ticker": {
    "uuid": "650cd053-bdb9-4b21-93ee-a2c4af3a91ba",
    "symbol": "RELIABLE",
    "name": "Reliable Data Services 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": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 54.476,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 39.104,
    "architecture_energy": 20.297,
    "architecture_maturity": 29.053,
    "architecture_confidence": 93.209,
    "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": 47.14,
        "rotation_up": 31.17,
        "upward_expansion": 61.36,
        "deceleration": 84.99,
        "rotation_down": 24.58,
        "downward_expansion": 13.69
      },
      "activity_lines": [
        144.605333,
        146.124182,
        142.716381,
        139.754022
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 147.119995,
    "trend_reference": 139.314,
    "distance_from_trend": 0.056032,
    "trend_direction": "Weakening",
    "fair_value": 93.500218,
    "distance_from_fair_value": 0.573472,
    "fair_value_direction": "Improving",
    "relative_strength": 7.369206,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.089209,
    "excess_performance": -0.0455,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.056032,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.005305,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.573472,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.06562,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.073692,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.041208,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.089209,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.320195,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 211725,
      "relative_activity": 1.210789,
      "balance": 2.320195,
      "dry_up": 0.603888,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.073969,
      "annualized_volatility": 0.381261,
      "from_high_reference": -0.159314,
      "from_low_reference": 0.839601
    },
    "levels": {
      "trend_reference": 139.314,
      "fair_value_reference": 93.500218,
      "structural_low": 104.739998,
      "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": 19,
        "median_return": 0.042918,
        "positive_rate": 0.578947,
        "directional_follow_through": 0.578947,
        "median_excess_return": 0.033768,
        "regime_survival": 0.526316,
        "best_return": 0.367627,
        "worst_return": -0.134926,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": 0.155482,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.170156,
        "regime_survival": 0.0,
        "best_return": 0.540841,
        "worst_return": -0.209021,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": 0.094028,
        "positive_rate": 0.857143,
        "directional_follow_through": 0.857143,
        "median_excess_return": 0.083863,
        "regime_survival": 0.285714,
        "best_return": 0.995089,
        "worst_return": -0.133211,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": 0.659493,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.561491,
        "regime_survival": 0.25,
        "best_return": 1.431327,
        "worst_return": 0.001013,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-08-16",
        "end": "2024-09-20",
        "tenure": "Developing",
        "return": -0.135882,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-09-27",
        "end": "2024-12-13",
        "tenure": "Developing",
        "return": -0.052206,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-12-20",
        "end": "2025-01-10",
        "tenure": "New",
        "return": -0.001306,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-17",
        "end": "2025-03-14",
        "tenure": "Developing",
        "return": 0.053001,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-21",
        "end": "2025-08-15",
        "tenure": "Established",
        "return": 0.190373,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-22",
        "end": "2025-10-03",
        "tenure": "Developing",
        "return": 0.265175,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-10",
        "end": "2025-10-24",
        "tenure": "New",
        "return": 0.289263,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-31",
        "end": "2026-02-27",
        "tenure": "Established",
        "return": -0.010601,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-06",
        "end": "2026-03-13",
        "tenure": "New",
        "return": -0.10635,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-03-20",
        "end": "2026-04-10",
        "tenure": "New",
        "return": -0.02661,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-04-17",
        "end": "2026-05-22",
        "tenure": "Developing",
        "return": -0.011971,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-29",
        "end": "2026-06-12",
        "tenure": "New",
        "return": 0.0752,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2026-07-31",
        "tenure": "Developing",
        "return": -0.088454,
        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "return": 0.0,
        "active": true
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        "typical_volume": 221465.05,
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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      },
      {
        "date": "2026-05-29",
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        "relative_strength": 17.179839,
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        "modifier": "Balance after decline",
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      },
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        "date": "2026-06-05",
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      },
      {
        "date": "2026-06-12",
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        "relative_strength": 22.620095,
        "stage": 2,
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      },
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "stage": 2,
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        "gate": "mixed",
        "direction": 31.661438,
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      },
      {
        "date": "2026-07-03",
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        "stage": 2,
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        "gate": "mixed",
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      },
      {
        "date": "2026-07-10",
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        "volume": 143570,
        "typical_volume": 192673.6,
        "trend": 140.26,
        "fair_value": 91.270568,
        "relative_strength": 11.929798,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 32.010084,
        "energy": 45.527429,
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      },
      {
        "date": "2026-07-17",
        "close": 148.899994,
        "volume": 134857,
        "typical_volume": 196399.95,
        "trend": 140.297,
        "fair_value": 91.836667,
        "relative_strength": 12.999179,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 31.689651,
        "energy": 29.559184,
        "activity_lines": [
          148.224665,
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          140.365571,
          139.076279
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      },
      {
        "date": "2026-07-24",
        "close": 143.880005,
        "volume": 22915,
        "typical_volume": 180108.5,
        "trend": 140.272,
        "fair_value": 92.389478,
        "relative_strength": 10.573778,
        "stage": 2,
        "regime": "rotation_up",
        "modifier": "Value reclamation",
        "gate": "mixed",
        "direction": 15.590449,
        "energy": 16.684432,
        "activity_lines": [
          146.430667,
          146.923272,
          141.287095,
          139.307441
        ]
      },
      {
        "date": "2026-07-31",
        "close": 139.740005,
        "volume": 52899,
        "typical_volume": 170418.15,
        "trend": 139.666,
        "fair_value": 92.915751,
        "relative_strength": 3.710704,
        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Emerging rotation",
        "gate": "mixed",
        "direction": 9.720678,
        "energy": 9.175294,
        "activity_lines": [
          143.884669,
          145.930183,
          141.719334,
          139.273119
        ]
      },
      {
        "date": "2026-08-07",
        "close": 147.119995,
        "volume": 211725,
        "typical_volume": 174865.35,
        "trend": 139.314,
        "fair_value": 93.500218,
        "relative_strength": 7.369206,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 39.103989,
        "energy": 20.297334,
        "activity_lines": [
          144.605333,
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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."
    }
  }
}