{
  "ticker": {
    "uuid": "cb76d0ec-4da1-4825-831d-8bd0a4ffb655",
    "symbol": "IRIS",
    "name": "IRIS RegTech Solutions 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": 69.377,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "mixed",
    "architecture_direction": 0.494,
    "architecture_energy": 7.886,
    "architecture_maturity": 21.97,
    "architecture_confidence": 50.198,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 58.64,
        "rotation_up": 23.03,
        "upward_expansion": 22.3,
        "deceleration": 65.04,
        "rotation_down": 45.08,
        "downward_expansion": 33.63
      },
      "activity_lines": [
        250.613338,
        254.369094,
        251.809334,
        249.296022
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 257.450012,
    "trend_reference": 250.529666,
    "distance_from_trend": 0.027623,
    "trend_direction": "Weakening",
    "fair_value": 264.729999,
    "distance_from_fair_value": -0.0275,
    "fair_value_direction": "Weakening",
    "relative_strength": -7.362046,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.028566,
    "excess_performance": 0.072275,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.027623,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.078228,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.0275,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.005453,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.07362,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.068789,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.028566,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.571506,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 112608,
      "relative_activity": 0.837864,
      "balance": 2.571506,
      "dry_up": 0.907902,
      "accumulation_observations": 3,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.094782,
      "annualized_volatility": 0.395609,
      "from_high_reference": -0.33664,
      "from_low_reference": 0.268227
    },
    "levels": {
      "trend_reference": 250.529666,
      "fair_value_reference": 264.729999,
      "structural_low": 203.0,
      "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": 6,
        "median_return": 0.030463,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.009246,
        "regime_survival": 0.5,
        "best_return": 0.543278,
        "worst_return": -0.082896,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": 0.263526,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.209483,
        "regime_survival": 0.0,
        "best_return": 1.151457,
        "worst_return": -0.040256,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.676639,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.53285,
        "regime_survival": 0.0,
        "best_return": 1.639187,
        "worst_return": -0.182983,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 1.687333,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 1.428267,
        "regime_survival": 0.0,
        "best_return": 1.687333,
        "worst_return": 1.687333,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-03-15",
        "end": "2024-04-12",
        "tenure": "Developing",
        "return": 0.157162,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-05-10",
        "tenure": "New",
        "return": 0.390338,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-17",
        "end": "2024-08-30",
        "tenure": "Established",
        "return": 0.368494,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-09-13",
        "tenure": "New",
        "return": 0.080189,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-02-14",
        "tenure": "Established",
        "return": 0.284718,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-02-21",
        "end": "2025-04-11",
        "tenure": "Developing",
        "return": -0.105873,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-18",
        "end": "2025-07-04",
        "tenure": "Developing",
        "return": 0.197151,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-07-11",
        "end": "2025-08-15",
        "tenure": "Developing",
        "return": -0.209519,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-08-29",
        "tenure": "New",
        "return": 0.095456,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-05",
        "end": "2025-12-19",
        "tenure": "Established",
        "return": -0.110946,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-26",
        "end": "2026-05-22",
        "tenure": "Established",
        "return": -0.150757,
        "active": false
      },
      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "rotation_up",
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        "tenure": "New",
        "return": -0.051855,
        "active": false
      },
      {
        "regime": "balance",
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        "return": 0.052965,
        "active": true
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    ],
    "chart_path": [
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        "date": "2026-04-24",
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      },
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      },
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 134136.2,
        "trend": 255.687999,
        "fair_value": 261.765897,
        "relative_strength": -13.366444,
        "stage": 4,
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        "gate": "mixed",
        "direction": 12.770629,
        "energy": 14.189749,
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      },
      {
        "date": "2026-07-24",
        "close": 244.5,
        "volume": 82948,
        "typical_volume": 132992.35,
        "trend": 253.927999,
        "fair_value": 262.686089,
        "relative_strength": -10.442849,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -0.719842,
        "energy": 2.73208,
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          252.530003,
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      },
      {
        "date": "2026-07-31",
        "close": 248.199997,
        "volume": 145265,
        "typical_volume": 133653.35,
        "trend": 251.737999,
        "fair_value": 263.670704,
        "relative_strength": -10.642195,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -3.749222,
        "energy": 9.612114,
        "activity_lines": [
          249.416668,
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      },
      {
        "date": "2026-08-07",
        "close": 257.450012,
        "volume": 112608,
        "typical_volume": 134398.85,
        "trend": 250.529666,
        "fair_value": 264.729999,
        "relative_strength": -7.362046,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 0.49379,
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        "activity_lines": [
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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."
    }
  }
}