{
  "ticker": {
    "uuid": "eac48441-e0e1-4303-9f22-fbedb09887c7",
    "symbol": "ABMINTLLTD",
    "name": "ABM International 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": 62.061,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": -7.251,
    "architecture_energy": 7.915,
    "architecture_maturity": 11.755,
    "architecture_confidence": 61.662,
    "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": 56.65,
        "rotation_up": 30.88,
        "upward_expansion": 20.81,
        "deceleration": 44.64,
        "rotation_down": 30.53,
        "downward_expansion": 32.14
      },
      "activity_lines": [
        41.792,
        41.545273,
        42.531191,
        42.971463
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.166667
    },
    "latest_close": 41.610001,
    "trend_reference": 42.873,
    "distance_from_trend": -0.029459,
    "trend_direction": "Weakening",
    "fair_value": 52.732628,
    "distance_from_fair_value": -0.210925,
    "fair_value_direction": "Weakening",
    "relative_strength": -5.124876,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.033,
    "excess_performance": 0.010709,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.029459,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.020225,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.210925,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.030904,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.051249,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.008044,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.033,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.384315,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 4347,
      "relative_activity": 1.051893,
      "balance": 2.384315,
      "dry_up": 2.650664,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.094559,
      "annualized_volatility": 0.507925,
      "from_high_reference": -0.337947,
      "from_low_reference": 0.223824
    },
    "levels": {
      "trend_reference": 42.873,
      "fair_value_reference": 52.732628,
      "structural_low": 36.5,
      "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": 19,
        "median_return": -0.051732,
        "positive_rate": 0.210526,
        "directional_follow_through": 0.210526,
        "median_excess_return": -0.051523,
        "regime_survival": 0.578947,
        "best_return": 0.186441,
        "worst_return": -0.34053,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.169291,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.156562,
        "regime_survival": 0.125,
        "best_return": 0.583347,
        "worst_return": -0.35745,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.137246,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.285714,
        "median_excess_return": -0.074305,
        "regime_survival": 0.428571,
        "best_return": 0.418432,
        "worst_return": -0.226567,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.013988,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.12555,
        "regime_survival": 0.0,
        "best_return": 0.115418,
        "worst_return": -0.332717,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-09-27",
        "end": "2024-10-04",
        "tenure": "New",
        "return": -0.03172,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-11",
        "end": "2024-10-18",
        "tenure": "New",
        "return": 0.194737,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-10-25",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": -0.30792,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-03",
        "end": "2025-01-31",
        "tenure": "Developing",
        "return": -0.063268,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-02-07",
        "end": "2025-02-14",
        "tenure": "New",
        "return": -0.084262,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-21",
        "end": "2025-06-20",
        "tenure": "Established",
        "return": -0.073306,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-06-27",
        "end": "2025-08-29",
        "tenure": "Developing",
        "return": -0.382954,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-09-05",
        "end": "2025-09-26",
        "tenure": "New",
        "return": -0.105882,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-10-03",
        "end": "2025-10-24",
        "tenure": "New",
        "return": 0.25744,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-31",
        "end": "2025-12-12",
        "tenure": "Developing",
        "return": -0.20777,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-19",
        "end": "2026-03-06",
        "tenure": "Developing",
        "return": -0.010531,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-03-13",
        "end": "2026-06-26",
        "tenure": "Established",
        "return": -0.119516,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-03",
        "end": "2026-07-31",
        "tenure": "Developing",
        "return": 0.043198,
        "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": 33.599998,
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        "typical_volume": 3175.35,
        "trend": 50.311667,
        "fair_value": 73.333974,
        "relative_strength": -46.843305,
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        "activity_lines": [
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      },
      {
        "date": "2023-08-25",
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        "volume": 2865,
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      },
      {
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      },
      {
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        "date": "2023-09-22",
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        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 15.598595,
        "energy": 12.462502,
        "activity_lines": [
          45.102,
          44.843091,
          43.799333,
          43.729957
        ]
      },
      {
        "date": "2026-05-08",
        "close": 43.810001,
        "volume": 685,
        "typical_volume": 9574.0,
        "trend": 44.341667,
        "fair_value": 53.428205,
        "relative_strength": -4.320514,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 4.985271,
        "energy": 5.281497,
        "activity_lines": [
          44.646,
          44.751819,
          43.897,
          43.66514
        ]
      },
      {
        "date": "2026-05-15",
        "close": 45.830002,
        "volume": 2087,
        "typical_volume": 9598.6,
        "trend": 44.254334,
        "fair_value": 53.396987,
        "relative_strength": 2.437541,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 9.615788,
        "energy": 8.1265,
        "activity_lines": [
          44.798001,
          44.976728,
          44.177381,
          43.761162
        ]
      },
      {
        "date": "2026-05-22",
        "close": 44.189999,
        "volume": 11727,
        "typical_volume": 9996.85,
        "trend": 43.952667,
        "fair_value": 53.308141,
        "relative_strength": -1.430618,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 3.281299,
        "energy": 4.602658,
        "activity_lines": [
          44.428,
          44.821819,
          44.287095,
          43.757011
        ]
      },
      {
        "date": "2026-05-29",
        "close": 47.439999,
        "volume": 2137,
        "typical_volume": 9753.3,
        "trend": 43.758,
        "fair_value": 53.248141,
        "relative_strength": 6.513782,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 54.178854,
        "energy": 32.617872,
        "activity_lines": [
          45.522,
          45.295637,
          44.695905,
          43.982
        ]
      },
      {
        "date": "2026-06-05",
        "close": 42.950001,
        "volume": 0,
        "typical_volume": 9443.85,
        "trend": 43.574667,
        "fair_value": 53.177308,
        "relative_strength": -2.699748,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 26.443386,
        "energy": 15.96898,
        "activity_lines": [
          44.836667,
          44.912364,
          44.640381,
          43.929871
        ]
      },
      {
        "date": "2026-06-12",
        "close": 41.34,
        "volume": 832,
        "typical_volume": 9165.15,
        "trend": 43.447667,
        "fair_value": 53.100641,
        "relative_strength": -7.177686,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 2.503921,
        "energy": 5.619815,
        "activity_lines": [
          43.668667,
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          43.785699
        ]
      },
      {
        "date": "2026-06-19",
        "close": 41.490002,
        "volume": 1,
        "typical_volume": 9076.1,
        "trend": 43.226,
        "fair_value": 53.070449,
        "relative_strength": -8.223794,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -15.208457,
        "energy": 19.98061,
        "activity_lines": [
          42.715334,
          43.631819,
          44.162286,
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        ]
      },
      {
        "date": "2026-06-26",
        "close": 40.740002,
        "volume": 0,
        "typical_volume": 8535.0,
        "trend": 43.025,
        "fair_value": 52.975833,
        "relative_strength": -9.169128,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -22.897363,
        "energy": 33.006454,
        "activity_lines": [
          41.801335,
          42.968001,
          43.815429,
          43.499011
        ]
      },
      {
        "date": "2026-07-03",
        "close": 41.900002,
        "volume": 555,
        "typical_volume": 2717.4,
        "trend": 42.919667,
        "fair_value": 52.90468,
        "relative_strength": -6.655239,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -16.58354,
        "energy": 35.804131,
        "activity_lines": [
          41.504002,
          42.681637,
          43.589953,
          43.426431
        ]
      },
      {
        "date": "2026-07-10",
        "close": 40.610001,
        "volume": 470,
        "typical_volume": 2400.5,
        "trend": 42.866334,
        "fair_value": 52.831987,
        "relative_strength": -8.602804,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -23.292681,
        "energy": 39.36439,
        "activity_lines": [
          41.146002,
          42.184365,
          43.283382,
          43.27742
        ]
      },
      {
        "date": "2026-07-17",
        "close": 40.16,
        "volume": 833,
        "typical_volume": 2321.3,
        "trend": 42.812334,
        "fair_value": 52.762821,
        "relative_strength": -9.289324,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -33.453899,
        "energy": 39.381299,
        "activity_lines": [
          40.794001,
          41.662546,
          42.949001,
          43.102818
        ]
      },
      {
        "date": "2026-07-24",
        "close": 41.02,
        "volume": 22805,
        "typical_volume": 3371.9,
        "trend": 42.753334,
        "fair_value": 52.717756,
        "relative_strength": -4.462347,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -26.748812,
        "energy": 28.181013,
        "activity_lines": [
          40.807334,
          41.363455,
          42.700525,
          42.987183
        ]
      },
      {
        "date": "2026-07-31",
        "close": 43.709999,
        "volume": 15831,
        "typical_volume": 3935.75,
        "trend": 42.810334,
        "fair_value": 52.709487,
        "relative_strength": -0.112837,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -5.830571,
        "energy": 9.506566,
        "activity_lines": [
          41.748667,
          41.64091,
          42.709762,
          43.048904
        ]
      },
      {
        "date": "2026-08-07",
        "close": 41.610001,
        "volume": 4347,
        "typical_volume": 4132.55,
        "trend": 42.873,
        "fair_value": 52.732628,
        "relative_strength": -5.124876,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -7.250735,
        "energy": 7.915448,
        "activity_lines": [
          41.792,
          41.545273,
          42.531191,
          42.971463
        ]
      }
    ],
    "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."
    }
  }
}