{
  "ticker": {
    "uuid": "7289d33c-68dc-4345-bab4-3f31a09f24b0",
    "symbol": "SECURE",
    "name": "nForce Secure Public Company Limited",
    "exchange": "SET",
    "country": "TH",
    "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": "^SET.BK",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 84.683,
    "architecture_energy": 84.313,
    "architecture_maturity": 35.596,
    "architecture_confidence": 77.457,
    "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": 4.37,
        "rotation_up": 81.84,
        "upward_expansion": 93.78,
        "deceleration": 42.56,
        "rotation_down": 9.07,
        "downward_expansion": 18.12
      },
      "activity_lines": [
        14.3,
        13.749091,
        13.059524,
        12.725265
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 15.1,
    "trend_reference": 12.377531,
    "distance_from_trend": 0.219953,
    "trend_direction": "Improving",
    "fair_value": 11.56625,
    "distance_from_fair_value": 0.305523,
    "fair_value_direction": "Improving",
    "relative_strength": 8.5786,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.315161,
    "excess_performance": 0.122836,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.219953,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.05587,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.305523,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.286392,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.085786,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.187372,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.315161,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 3.401684,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2197500,
      "relative_activity": 3.760975,
      "balance": 3.401684,
      "dry_up": 2.543001,
      "accumulation_observations": 5,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.060621,
      "annualized_volatility": 0.292003,
      "from_high_reference": -0.084848,
      "from_low_reference": 0.456071
    },
    "levels": {
      "trend_reference": 12.377531,
      "fair_value_reference": 11.56625,
      "structural_low": 11.018518,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 10,
        "median_return": 0.02381,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.00674,
        "regime_survival": 0.7,
        "best_return": 0.343284,
        "worst_return": -0.169811,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": -0.04,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.047092,
        "regime_survival": 0.0,
        "best_return": 0.134328,
        "worst_return": -0.188679,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.006492,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.075093,
        "regime_survival": 0.0,
        "best_return": 0.04,
        "worst_return": -0.06311,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": -0.080936,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.034371,
        "regime_survival": 0.0,
        "best_return": -0.080936,
        "worst_return": -0.080936,
        "sufficient": false
      }
    ],
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-11-10",
        "end": "2024-01-26",
        "tenure": "Developing",
        "return": 0.03876,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-03-01",
        "tenure": "Developing",
        "return": 0.1,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-04-12",
        "tenure": "Developing",
        "return": 0.027146,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-08-09",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-09-06",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "end": "2025-03-21",
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        "return": -0.068754,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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      },
      {
        "date": "2026-04-24",
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        "fair_value": 11.482002,
        "relative_strength": -8.460534,
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        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
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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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        "date": "2026-06-12",
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      },
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      },
      {
        "date": "2026-07-03",
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        "trend": 11.941852,
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 531435.0,
        "trend": 12.014568,
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        "relative_strength": -5.186354,
        "stage": 2,
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        "energy": 55.717536,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
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        "volume": 1481600,
        "typical_volume": 542230.0,
        "trend": 12.117531,
        "fair_value": 11.530067,
        "relative_strength": 0.892567,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 85.900821,
        "energy": 77.486987,
        "activity_lines": [
          13.353333,
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          12.500176,
          12.323815
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      },
      {
        "date": "2026-07-24",
        "close": 13.4,
        "volume": 1359700,
        "typical_volume": 515105.0,
        "trend": 12.184568,
        "fair_value": 11.535155,
        "relative_strength": -5.015551,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 62.008584,
        "energy": 70.491463,
        "activity_lines": [
          13.473333,
          13.127273,
          12.611429,
          12.406555
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      },
      {
        "date": "2026-07-31",
        "close": 14.3,
        "volume": 904600,
        "typical_volume": 513380.0,
        "trend": 12.275432,
        "fair_value": 11.546543,
        "relative_strength": 2.37302,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 78.163325,
        "energy": 80.186898,
        "activity_lines": [
          13.82,
          13.390909,
          12.801905,
          12.543035
        ]
      },
      {
        "date": "2026-08-07",
        "close": 15.1,
        "volume": 2197500,
        "typical_volume": 584290.0,
        "trend": 12.377531,
        "fair_value": 11.56625,
        "relative_strength": 8.5786,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 84.683237,
        "energy": 84.313365,
        "activity_lines": [
          14.3,
          13.749091,
          13.059524,
          12.725265
        ]
      }
    ],
    "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."
    }
  }
}