{
  "ticker": {
    "uuid": "fca647aa-31f9-4740-8a51-7a4c89c9d1bf",
    "symbol": "ACEINTEG",
    "name": "Ace Integrated 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": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 88.917,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 13.873,
    "architecture_energy": 16.642,
    "architecture_maturity": 44.398,
    "architecture_confidence": 74.862,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 53.58,
        "rotation_up": 19.02,
        "upward_expansion": 53.13,
        "deceleration": 88.54,
        "rotation_down": 39.34,
        "downward_expansion": 21.46
      },
      "activity_lines": [
        19.419333,
        19.994182,
        19.923762,
        19.491419
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      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 18.879999,
    "trend_reference": 19.157333,
    "distance_from_trend": -0.014477,
    "trend_direction": "Weakening",
    "fair_value": 28.456154,
    "distance_from_fair_value": -0.336523,
    "fair_value_direction": "Weakening",
    "relative_strength": -9.167711,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.036243,
    "excess_performance": 0.007466,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.014477,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.03449,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.336523,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.018333,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.091677,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.029094,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.036243,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.510261,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 14255,
      "relative_activity": 0.202136,
      "balance": 0.510261,
      "dry_up": 0.289314,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.092365,
      "annualized_volatility": 0.327399,
      "from_high_reference": -0.369406,
      "from_low_reference": 0.329577
    },
    "levels": {
      "trend_reference": 19.157333,
      "fair_value_reference": 28.456154,
      "structural_low": 14.2,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 20,
        "median_return": 0.001905,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.011259,
        "regime_survival": 0.75,
        "best_return": 0.401639,
        "worst_return": -0.227668,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
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        "positive_rate": 0.714286,
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        "median_excess_return": 0.061707,
        "regime_survival": 0.428571,
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        "worst_return": -0.244969,
        "sufficient": true
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      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.29222,
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        "median_excess_return": 0.413089,
        "regime_survival": 0.4,
        "best_return": 1.608911,
        "worst_return": -0.416601,
        "sufficient": true
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      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
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        "regime_survival": 0.333333,
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        "worst_return": -0.259833,
        "sufficient": false
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      {
        "regime": "deceleration",
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        "regime": "downward_expansion",
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          19.222236
        ]
      },
      {
        "date": "2026-05-01",
        "close": 19.5,
        "volume": 29802,
        "typical_volume": 67838.75,
        "trend": 20.414,
        "fair_value": 30.068461,
        "relative_strength": -9.906811,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -20.14698,
        "energy": 18.497972,
        "activity_lines": [
          19.002,
          18.069636,
          18.332524,
          19.152903
        ]
      },
      {
        "date": "2026-05-08",
        "close": 20.4,
        "volume": 65459,
        "typical_volume": 70702.1,
        "trend": 20.306333,
        "fair_value": 29.920384,
        "relative_strength": -6.258296,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": 0.074159,
        "energy": 15.180842,
        "activity_lines": [
          19.658667,
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          19.152
        ]
      },
      {
        "date": "2026-05-15",
        "close": 19.059999,
        "volume": 31650,
        "typical_volume": 71986.3,
        "trend": 20.131667,
        "fair_value": 29.792884,
        "relative_strength": -9.866984,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -6.320861,
        "energy": 16.106377,
        "activity_lines": [
          19.606666,
          18.782363,
          18.479238,
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        ]
      },
      {
        "date": "2026-05-22",
        "close": 20.09,
        "volume": 14367,
        "typical_volume": 70815.7,
        "trend": 20.004667,
        "fair_value": 29.672308,
        "relative_strength": -4.809839,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -1.974527,
        "energy": 12.748661,
        "activity_lines": [
          19.801333,
          19.152545,
          18.602428,
          19.068903
        ]
      },
      {
        "date": "2026-05-29",
        "close": 19.219999,
        "volume": 25487,
        "typical_volume": 70354.5,
        "trend": 19.841667,
        "fair_value": 29.546154,
        "relative_strength": -7.771861,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -6.148879,
        "energy": 10.61709,
        "activity_lines": [
          19.595999,
          19.294727,
          18.655381,
          19.018279
        ]
      },
      {
        "date": "2026-06-05",
        "close": 20.0,
        "volume": 889,
        "typical_volume": 69963.45,
        "trend": 19.728333,
        "fair_value": 29.432692,
        "relative_strength": -2.709619,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -3.664997,
        "energy": 7.820114,
        "activity_lines": [
          19.711333,
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          19.028494
        ]
      },
      {
        "date": "2026-06-12",
        "close": 20.16,
        "volume": 5158,
        "typical_volume": 69658.9,
        "trend": 19.595,
        "fair_value": 29.318654,
        "relative_strength": -2.434519,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 15.89525,
        "energy": 13.457788,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "typical_volume": 73035.7,
        "trend": 19.531333,
        "fair_value": 29.212308,
        "relative_strength": -0.168417,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 28.935693,
        "energy": 19.074785,
        "activity_lines": [
          20.248,
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      },
      {
        "date": "2026-06-26",
        "close": 20.860001,
        "volume": 0,
        "typical_volume": 72264.15,
        "trend": 19.48,
        "fair_value": 29.106923,
        "relative_strength": -0.141771,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 30.207758,
        "energy": 30.935265,
        "activity_lines": [
          20.509334,
          20.189273,
          19.349619,
          19.226903
        ]
      },
      {
        "date": "2026-07-03",
        "close": 21.440001,
        "volume": 3209,
        "typical_volume": 71290.45,
        "trend": 19.461333,
        "fair_value": 28.997564,
        "relative_strength": 2.132038,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 34.399681,
        "energy": 40.623859,
        "activity_lines": [
          20.912667,
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          19.600048,
          19.353355
        ]
      },
      {
        "date": "2026-07-10",
        "close": 21.01,
        "volume": 59765,
        "typical_volume": 73719.3,
        "trend": 19.433667,
        "fair_value": 28.890256,
        "relative_strength": 0.733825,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 56.277323,
        "energy": 49.81849,
        "activity_lines": [
          21.024667,
          20.598909,
          19.801286,
          19.453269
        ]
      },
      {
        "date": "2026-07-17",
        "close": 20.309999,
        "volume": 21472,
        "typical_volume": 74005.15,
        "trend": 19.386333,
        "fair_value": 28.787756,
        "relative_strength": -2.678871,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 52.534774,
        "energy": 39.533193,
        "activity_lines": [
          20.836,
          20.598,
          19.927381,
          19.509806
        ]
      },
      {
        "date": "2026-07-24",
        "close": 19.700001,
        "volume": 22588,
        "typical_volume": 74240.1,
        "trend": 19.321,
        "fair_value": 28.69032,
        "relative_strength": -2.972598,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 39.787162,
        "energy": 23.410003,
        "activity_lines": [
          20.434,
          20.487818,
          19.985048,
          19.530043
        ]
      },
      {
        "date": "2026-07-31",
        "close": 19.040001,
        "volume": 23297,
        "typical_volume": 74069.75,
        "trend": 19.197667,
        "fair_value": 28.571667,
        "relative_strength": -8.15879,
        "stage": 4,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 23.933279,
        "energy": 14.8631,
        "activity_lines": [
          19.892667,
          20.246,
          19.968667,
          19.511914
        ]
      },
      {
        "date": "2026-08-07",
        "close": 18.879999,
        "volume": 14255,
        "typical_volume": 70522.0,
        "trend": 19.157333,
        "fair_value": 28.456154,
        "relative_strength": -9.167711,
        "stage": 4,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 13.873422,
        "energy": 16.642323,
        "activity_lines": [
          19.419333,
          19.994182,
          19.923762,
          19.491419
        ]
      }
    ],
    "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."
    }
  }
}