{
  "ticker": {
    "uuid": "be40883a-d72c-4f82-bf28-57915d7fb332",
    "symbol": "KAYA",
    "name": "Kaya 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": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -4.878,
    "architecture_energy": 20.601,
    "architecture_maturity": 30.974,
    "architecture_confidence": 45.67,
    "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": 55.53,
        "rotation_up": 44.16,
        "upward_expansion": 36.11,
        "deceleration": 44.15,
        "rotation_down": 23.32,
        "downward_expansion": 49.11
      },
      "activity_lines": [
        268.879331,
        260.650362,
        257.194903,
        264.648343
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.0
    },
    "latest_close": 271.0,
    "trend_reference": 282.316666,
    "distance_from_trend": -0.040085,
    "trend_direction": "Weakening",
    "fair_value": 357.131409,
    "distance_from_fair_value": -0.241176,
    "fair_value_direction": "Improving",
    "relative_strength": -19.055706,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.224939,
    "excess_performance": -0.18123,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.040085,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.13874,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.241176,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.045641,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.190557,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.083751,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.224939,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.243081,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 92974,
      "relative_activity": 0.88901,
      "balance": 2.243081,
      "dry_up": 1.973722,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.065234,
      "annualized_volatility": 0.404797,
      "from_high_reference": -0.444558,
      "from_low_reference": 0.187555
    },
    "levels": {
      "trend_reference": 282.316666,
      "fair_value_reference": 357.131409,
      "structural_low": 228.199997,
      "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": 13,
        "median_return": -0.054931,
        "positive_rate": 0.384615,
        "directional_follow_through": 0.384615,
        "median_excess_return": -0.059394,
        "regime_survival": 0.538462,
        "best_return": 0.498813,
        "worst_return": -0.127422,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.010932,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.081867,
        "regime_survival": 0.166667,
        "best_return": 0.508697,
        "worst_return": -0.230624,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.19971,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.176133,
        "regime_survival": 0.2,
        "best_return": 0.276948,
        "worst_return": -0.367509,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.035429,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.144557,
        "regime_survival": 0.0,
        "best_return": 0.261393,
        "worst_return": -0.190534,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-07",
        "end": "2024-06-07",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-06-14",
        "end": "2024-06-21",
        "tenure": "New",
        "return": 0.054912,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-06-28",
        "end": "2024-08-23",
        "tenure": "Developing",
        "return": 0.212991,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-30",
        "end": "2024-10-25",
        "tenure": "Developing",
        "return": -0.207235,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-11-01",
        "end": "2024-11-29",
        "tenure": "Developing",
        "return": -0.146323,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-12-06",
        "end": "2025-05-30",
        "tenure": "Established",
        "return": -0.162883,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-06-06",
        "end": "2025-07-04",
        "tenure": "Developing",
        "return": 0.286605,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-11",
        "end": "2025-09-05",
        "tenure": "Developing",
        "return": 0.019176,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-12",
        "end": "2025-09-26",
        "tenure": "New",
        "return": 0.153704,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-03",
        "end": "2025-11-14",
        "tenure": "Developing",
        "return": -0.049101,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-11-21",
        "end": "2025-12-05",
        "tenure": "New",
        "return": -0.010552,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-12-12",
        "end": "2026-01-02",
        "tenure": "New",
        "return": 0.132378,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-01-09",
        "end": "2026-07-31",
        "tenure": "Extended",
        "return": -0.292521,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "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",
        "close": 365.899994,
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        "typical_volume": 144427.65,
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      },
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      },
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      },
      {
        "date": "2026-07-17",
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        "volume": 67425,
        "typical_volume": 78116.45,
        "trend": 294.762666,
        "fair_value": 358.811089,
        "relative_strength": -28.548196,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 54.496855,
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          244.323333,
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          252.499379,
          267.369719
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      },
      {
        "date": "2026-07-24",
        "close": 282.630005,
        "volume": 594641,
        "typical_volume": 105644.15,
        "trend": 290.513666,
        "fair_value": 358.397179,
        "relative_strength": -14.249764,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -19.319625,
        "energy": 17.702382,
        "activity_lines": [
          256.526001,
          252.857818,
          254.489475,
          266.586967
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      },
      {
        "date": "2026-07-31",
        "close": 275.73999,
        "volume": 70619,
        "typical_volume": 105885.1,
        "trend": 286.274999,
        "fair_value": 357.746473,
        "relative_strength": -17.794288,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -3.826753,
        "energy": 12.600087,
        "activity_lines": [
          264.452664,
          257.484907,
          256.000855,
          265.633826
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      },
      {
        "date": "2026-08-07",
        "close": 271.0,
        "volume": 92974,
        "typical_volume": 104581.45,
        "trend": 282.316666,
        "fair_value": 357.131409,
        "relative_strength": -19.055706,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -4.878083,
        "energy": 20.60094,
        "activity_lines": [
          268.879331,
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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."
    }
  }
}