{
  "ticker": {
    "uuid": "ddde2221-dd75-4893-a039-80579a10d13b",
    "symbol": "AGSTRA",
    "name": "AGS Transact Technologies 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": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -84.535,
    "architecture_energy": 93.752,
    "architecture_maturity": 100.0,
    "architecture_confidence": 80.714,
    "architecture_tenure": "Extended",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 8.84,
        "rotation_up": 8.43,
        "upward_expansion": 21.92,
        "deceleration": 37.02,
        "rotation_down": 87.32,
        "downward_expansion": 99.92
      },
      "activity_lines": [
        2.154,
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        2.475619,
        2.629742
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      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -1.0
    },
    "latest_close": 2.04,
    "trend_reference": 2.913,
    "distance_from_trend": -0.299691,
    "trend_direction": "Weakening",
    "fair_value": 43.245769,
    "distance_from_fair_value": -0.952828,
    "fair_value_direction": "Weakening",
    "relative_strength": -42.583645,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.484848,
    "excess_performance": -0.441139,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.299691,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.174554,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.952828,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.006966,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.425836,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.055489,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.484848,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.019236,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1961145,
      "relative_activity": 6.509393,
      "balance": 0.019236,
      "dry_up": 2.081722,
      "accumulation_observations": 0,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.084087,
      "annualized_volatility": 0.553411,
      "from_high_reference": -0.670436,
      "from_low_reference": 0.02
    },
    "levels": {
      "trend_reference": 2.913,
      "fair_value_reference": 43.245769,
      "structural_low": 2.0,
      "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": 22,
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        "positive_rate": 0.318182,
        "directional_follow_through": 0.681818,
        "median_excess_return": -0.090884,
        "regime_survival": 0.954545,
        "best_return": 0.236902,
        "worst_return": -0.615222,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "sufficient": true
      },
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        "horizon": "Extended",
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        "worst_return": -0.918126,
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        "horizon": "Full cycle",
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      },
      {
        "date": "2026-04-24",
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        "date": "2026-05-08",
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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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        "date": "2026-06-05",
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      {
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        "stage": 4,
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      },
      {
        "date": "2026-07-17",
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        "volume": 65183,
        "typical_volume": 346253.55,
        "trend": 3.114667,
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        "relative_strength": -37.106032,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 85.497798,
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          2.483333,
          2.572909,
          2.63319,
          2.80972
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      },
      {
        "date": "2026-07-24",
        "close": 2.21,
        "volume": 196600,
        "typical_volume": 316966.55,
        "trend": 3.046667,
        "fair_value": 43.976602,
        "relative_strength": -37.804432,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -85.89201,
        "energy": 93.389205,
        "activity_lines": [
          2.364,
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          2.584619,
          2.751355
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      },
      {
        "date": "2026-07-31",
        "close": 2.1,
        "volume": 285790,
        "typical_volume": 269966.7,
        "trend": 2.978333,
        "fair_value": 43.596154,
        "relative_strength": -41.503929,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -87.607001,
        "energy": 94.964078,
        "activity_lines": [
          2.249333,
          2.426727,
          2.530476,
          2.69028
        ]
      },
      {
        "date": "2026-08-07",
        "close": 2.04,
        "volume": 1961145,
        "typical_volume": 301279.25,
        "trend": 2.913,
        "fair_value": 43.245769,
        "relative_strength": -42.583645,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -84.535355,
        "energy": 93.751863,
        "activity_lines": [
          2.154,
          2.339636,
          2.475619,
          2.629742
        ]
      }
    ],
    "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."
    }
  }
}