{
  "ticker": {
    "uuid": "25e1e760-1784-48ac-a159-fb68dda8cedd",
    "symbol": "5340",
    "name": "UMS Integration Limited",
    "exchange": "KLS",
    "country": "MY",
    "assetType": "equity"
  },
  "methodBoundary": "The SM framework classifies the established weekly price path as the Core Trend. Faster and slower Trend views and Sharemaestro context describe that state but do not alter its direction.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "latest_close": 7.79,
    "direction": "positive",
    "state": "Positive across all Trend views",
    "is_fresh": false,
    "is_near_boundary": false,
    "direction_boundary": 4.177702,
    "boundary_margin": 0.864661,
    "trend_agreement": "Fully aligned",
    "persistence": "Early",
    "direction_turnover": "Low",
    "annualized_volatility": 0.471089,
    "volatility_stability": 1.0686,
    "risk_context": 0.2123,
    "current_regime": {
      "move": 0.059864,
      "interruption": 0.0,
      "interruption_label": "Deepest pullback inside regime"
    },
    "research_priority": 90.769,
    "interpretation": {
      "label": "Positive across all Trend views",
      "headline": "All measured Trend views are positive",
      "body": "The faster, intermediate, established and Core Trend views point in the same direction, giving the current regime broad agreement.",
      "age_context": "The current Core Trend remains in its early lifecycle.",
      "boundary_context": "The latest close is 86.5% above the decision boundary.",
      "stability_context": "Recent Core Trend turnover is low."
    },
    "chart_path": [
      {
        "date": "2026-07-31",
        "close": 7.35,
        "direction_boundary": 4.36832,
        "core_momentum": 0.682569,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.484905
      },
      {
        "date": "2026-08-07",
        "close": 7.79,
        "direction_boundary": 4.177702,
        "core_momentum": 0.864661,
        "direction": "positive",
        "trend_agreement": 1.0,
        "volatility": 0.471089
      }
    ],
    "price_history": [
      {
        "date": "2025-08-01",
        "close": 4.36832,
        "volume": 7656125
      },
      {
        "date": "2025-08-08",
        "close": 4.177702,
        "volume": 2193750
      },
      {
        "date": "2025-08-15",
        "close": 3.7091,
        "volume": 1560625
      },
      {
        "date": "2025-08-22",
        "close": 3.653503,
        "volume": 784000
      },
      {
        "date": "2025-08-29",
        "close": 3.661446,
        "volume": 2754375
      },
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        "date": "2025-09-05",
        "close": 3.550252,
        "volume": 2906875
      },
      {
        "date": "2025-09-12",
        "close": 3.613792,
        "volume": 1254625
      },
      {
        "date": "2025-09-19",
        "close": 3.780582,
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      },
      {
        "date": "2025-09-26",
        "close": 3.629676,
        "volume": 1459625
      },
      {
        "date": "2025-10-03",
        "close": 3.820294,
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      },
      {
        "date": "2025-10-10",
        "close": 3.859941,
        "volume": 2544000
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      {
        "date": "2025-10-17",
        "close": 3.565471,
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      {
        "date": "2025-10-24",
        "close": 3.756479,
        "volume": 886500
      },
      {
        "date": "2025-10-31",
        "close": 3.828106,
        "volume": 2285500
      },
      {
        "date": "2025-11-07",
        "close": 3.867899,
        "volume": 784375
      },
      {
        "date": "2025-11-14",
        "close": 3.597306,
        "volume": 1684125
      },
      {
        "date": "2025-11-21",
        "close": 3.430174,
        "volume": 711875
      },
      {
        "date": "2025-11-28",
        "close": 3.493843,
        "volume": 204875
      },
      {
        "date": "2025-12-05",
        "close": 3.461936,
        "volume": 253875
      },
      {
        "date": "2025-12-12",
        "close": 3.445983,
        "volume": 372750
      },
      {
        "date": "2025-12-19",
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      },
      {
        "date": "2025-12-26",
        "close": 3.581588,
        "volume": 62375
      },
      {
        "date": "2026-01-02",
        "close": 4.52684,
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        "date": "2026-01-09",
        "close": 3.719188,
        "volume": 1433500
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      {
        "date": "2026-01-16",
        "close": 4.157913,
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        "date": "2026-01-23",
        "close": 3.988406,
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        "date": "2026-01-30",
        "close": 4.088116,
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        "date": "2026-02-06",
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        "date": "2026-02-13",
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        "date": "2026-02-20",
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        "date": "2026-02-27",
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        "date": "2026-03-06",
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        "date": "2026-03-13",
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        "date": "2026-03-20",
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        "date": "2026-03-27",
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        "date": "2026-04-03",
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        "date": "2026-04-10",
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        "date": "2026-04-17",
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      {
        "date": "2026-04-24",
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        "date": "2026-05-01",
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        "date": "2026-05-08",
        "close": 7.08,
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        "date": "2026-05-15",
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      {
        "date": "2026-05-22",
        "close": 8.17,
        "volume": 100300
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      {
        "date": "2026-05-29",
        "close": 8.52,
        "volume": 541200
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      {
        "date": "2026-06-05",
        "close": 7.989744,
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      {
        "date": "2026-06-12",
        "close": 8.009719,
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      {
        "date": "2026-06-19",
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      {
        "date": "2026-06-26",
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      {
        "date": "2026-07-03",
        "close": 8.089616,
        "volume": 0
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        "date": "2026-07-10",
        "close": 8.16,
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        "date": "2026-07-17",
        "close": 7.77,
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      {
        "date": "2026-07-24",
        "close": 7.9,
        "volume": 190000
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        "date": "2026-07-31",
        "close": 7.35,
        "volume": 218900
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        "date": "2026-08-07",
        "close": 7.79,
        "volume": 215100
      }
    ],
    "sharemaestro_context": {
      "trend": 6.306445,
      "fair_value": 5.162124,
      "market_activity": 18.538225,
      "market_dynamics": -0.135497,
      "relative_strength": 45.315531
    },
    "historical_outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 0,
        "median_return": null,
        "directional_follow_through": null,
        "regime_survival": null,
        "conditional_difference": null,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 0,
        "median_return": null,
        "directional_follow_through": null,
        "regime_survival": null,
        "conditional_difference": null,
        "sufficient": false
      },
      {
        "horizon": "Longer term",
        "sample_count": 0,
        "median_return": null,
        "directional_follow_through": null,
        "regime_survival": null,
        "conditional_difference": null,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
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        "median_return": null,
        "directional_follow_through": null,
        "regime_survival": null,
        "conditional_difference": null,
        "sufficient": false
      }
    ],
    "regime_history": [
      {
        "direction": "positive",
        "start": "2026-07-31",
        "end": "2026-08-07",
        "tenure": "Brief",
        "return": 0.059864
      }
    ]
  }
}