{
  "ticker": {
    "uuid": "9fa01e6e-c2e3-4a08-a7de-6c0d1b55a2e7",
    "symbol": "VBL",
    "name": "Varun Beverages 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": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 78.555,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -37.632,
    "architecture_energy": 67.431,
    "architecture_maturity": 6.969,
    "architecture_confidence": 83.444,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 19.31,
        "rotation_up": 14.02,
        "upward_expansion": 29.35,
        "deceleration": 49.63,
        "rotation_down": 76.26,
        "downward_expansion": 59.02
      },
      "activity_lines": [
        450.168284,
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        487.372904,
        479.214569
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 442.0,
    "trend_reference": 471.275003,
    "distance_from_trend": -0.062119,
    "trend_direction": "Improving",
    "fair_value": 508.877915,
    "distance_from_fair_value": -0.131422,
    "fair_value_direction": "Weakening",
    "relative_strength": -5.659473,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.008941,
    "excess_performance": 0.05265,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.062119,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.009672,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.131422,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.160405,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.056595,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.184418,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.008941,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.221012,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 18620921,
      "relative_activity": 0.67856,
      "balance": 0.221012,
      "dry_up": 1.385248,
      "accumulation_observations": 1,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.054125,
      "annualized_volatility": 0.307905,
      "from_high_reference": -0.188097,
      "from_low_reference": 0.162665
    },
    "levels": {
      "trend_reference": 471.275003,
      "fair_value_reference": 508.877915,
      "structural_low": 380.161029,
      "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": 0,
        "median_return": null,
        "positive_rate": null,
        "directional_follow_through": null,
        "median_excess_return": null,
        "regime_survival": null,
        "best_return": null,
        "worst_return": null,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 0,
        "median_return": null,
        "positive_rate": null,
        "directional_follow_through": null,
        "median_excess_return": null,
        "regime_survival": null,
        "best_return": null,
        "worst_return": null,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 0,
        "median_return": null,
        "positive_rate": null,
        "directional_follow_through": null,
        "median_excess_return": null,
        "regime_survival": null,
        "best_return": null,
        "worst_return": null,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 0,
        "median_return": null,
        "positive_rate": null,
        "directional_follow_through": null,
        "median_excess_return": null,
        "regime_survival": null,
        "best_return": null,
        "worst_return": null,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-18",
        "end": "2025-05-16",
        "tenure": "Developing",
        "return": -0.09809,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-23",
        "end": "2025-08-22",
        "tenure": "Established",
        "return": 0.057994,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-29",
        "end": "2025-09-05",
        "tenure": "New",
        "return": -0.035923,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-09-12",
        "end": "2025-09-26",
        "tenure": "New",
        "return": -0.053321,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-10-03",
        "end": "2025-12-05",
        "tenure": "Developing",
        "return": 0.082309,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-12-12",
        "end": "2025-12-26",
        "tenure": "New",
        "return": 0.006042,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2026-01-16",
        "tenure": "New",
        "return": 0.013366,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-01-30",
        "tenure": "New",
        "return": -0.006011,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-02-06",
        "end": "2026-02-13",
        "tenure": "New",
        "return": 0.023346,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-20",
        "end": "2026-05-01",
        "tenure": "Developing",
        "return": 0.13437,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2026-05-22",
        "tenure": "New",
        "return": 0.060136,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "color": "green",
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        "end": "2026-07-03",
        "tenure": "Developing",
        "return": -0.024188,
        "active": false
      },
      {
        "regime": "deceleration",
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        "color": "amber",
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        "end": "2026-07-31",
        "tenure": "New",
        "return": -0.073854,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
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      },
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      },
      {
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 25657913.25,
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      },
      {
        "date": "2026-07-31",
        "close": 442.299988,
        "volume": 81890326,
        "typical_volume": 28013953.35,
        "trend": 472.805777,
        "fair_value": 508.204718,
        "relative_strength": -5.093567,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -41.498689,
        "energy": 51.215633,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 442.0,
        "volume": 18620921,
        "typical_volume": 27441816.4,
        "trend": 471.275003,
        "fair_value": 508.877915,
        "relative_strength": -5.659473,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -37.632123,
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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."
    }
  }
}