{
  "ticker": {
    "uuid": "7567e0f2-81da-4b19-88dc-61c319662f62",
    "symbol": "5WF",
    "name": "ISOTeam Ltd.",
    "exchange": "SES",
    "country": "SG",
    "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": "^STI",
    "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": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -58.35,
    "architecture_energy": 44.619,
    "architecture_maturity": 17.907,
    "architecture_confidence": 96,
    "architecture_tenure": "Developing",
    "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": 13.58,
        "rotation_up": 18.99,
        "upward_expansion": 6.85,
        "deceleration": 47.11,
        "rotation_down": 55.58,
        "downward_expansion": 80.18
      },
      "activity_lines": [
        0.074067,
        0.0748,
        0.0765,
        0.077873
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Stable",
      "price_acceptance": -0.666667
    },
    "latest_close": 0.074,
    "trend_reference": 0.0799,
    "distance_from_trend": -0.073842,
    "trend_direction": "Weakening",
    "fair_value": 0.063622,
    "distance_from_fair_value": 0.163111,
    "fair_value_direction": "Weakening",
    "relative_strength": -23.23994,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.08642,
    "excess_performance": -0.241255,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.073842,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.012361,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.163111,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.15411,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.232399,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.131839,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.08642,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.336305,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 837300,
      "relative_activity": 0.129496,
      "balance": 0.336305,
      "dry_up": 0.246449,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.049896,
      "annualized_volatility": 0.281592,
      "from_high_reference": -0.252706,
      "from_low_reference": 0.057143
    },
    "levels": {
      "trend_reference": 0.0799,
      "fair_value_reference": 0.063622,
      "structural_low": 0.07,
      "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": 26,
        "median_return": -0.023237,
        "positive_rate": 0.423077,
        "directional_follow_through": 0.538462,
        "median_excess_return": -0.019655,
        "regime_survival": 0.730769,
        "best_return": 0.406233,
        "worst_return": -0.262513,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
        "median_return": 0.01755,
        "positive_rate": 0.636364,
        "directional_follow_through": 0.272727,
        "median_excess_return": 0.001533,
        "regime_survival": 0.454545,
        "best_return": 0.564073,
        "worst_return": -0.38889,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.026316,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.714286,
        "median_excess_return": -0.038819,
        "regime_survival": 0.571429,
        "best_return": 0.512794,
        "worst_return": -0.386015,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.177962,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.242125,
        "regime_survival": 0.666667,
        "best_return": 0.340893,
        "worst_return": -0.37336,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-14",
        "end": "2025-04-25",
        "tenure": "Developing",
        "return": 0.042861,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-05-02",
        "end": "2025-05-09",
        "tenure": "New",
        "return": 0.055556,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-06-20",
        "tenure": "Developing",
        "return": -0.03999,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-07-11",
        "tenure": "New",
        "return": 0.164384,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "tenure": "Developing",
        "return": -0.084211,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-11-28",
        "tenure": "Developing",
        "return": -0.104899,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-12-19",
        "tenure": "New",
        "return": -0.012987,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-26",
        "end": "2026-01-16",
        "tenure": "New",
        "return": 0.092105,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-02-13",
        "tenure": "New",
        "return": 0.082353,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2026-03-13",
        "tenure": "New",
        "return": -0.122222,
        "active": false
      },
      {
        "regime": "balance",
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        "return": -0.0375,
        "active": false
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      {
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      },
      {
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      {
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        "active": true
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    ],
    "chart_path": [
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      {
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      },
      {
        "date": "2026-07-03",
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      },
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        "stage": 4,
        "regime": "downward_expansion",
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 8337795.0,
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        "relative_strength": -22.055815,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -58.63178,
        "energy": 64.345768,
        "activity_lines": [
          0.075,
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          0.077714,
          0.079097
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      },
      {
        "date": "2026-07-24",
        "close": 0.074,
        "volume": 1863400,
        "typical_volume": 7375905.0,
        "trend": 0.0804,
        "fair_value": 0.063288,
        "relative_strength": -23.396529,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.773101,
        "energy": 63.191172,
        "activity_lines": [
          0.074467,
          0.075655,
          0.077276,
          0.07868
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      },
      {
        "date": "2026-07-31",
        "close": 0.074,
        "volume": 2270400,
        "typical_volume": 6829135.0,
        "trend": 0.0801,
        "fair_value": 0.063474,
        "relative_strength": -23.151302,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -61.723689,
        "energy": 60.621016,
        "activity_lines": [
          0.074267,
          0.0752,
          0.076876,
          0.078267
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.074,
        "volume": 837300,
        "typical_volume": 6465840.0,
        "trend": 0.0799,
        "fair_value": 0.063622,
        "relative_strength": -23.23994,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -58.350275,
        "energy": 44.619485,
        "activity_lines": [
          0.074067,
          0.0748,
          0.0765,
          0.077873
        ]
      }
    ],
    "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."
    }
  }
}