{
  "ticker": {
    "uuid": "453aeaf1-93a4-404c-9ddd-9e595a0a9ed2",
    "symbol": "42F",
    "name": "TOTM Technologies Limited",
    "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": 3,
    "stage_name": "Distribution",
    "phase": "3a",
    "phase_label": "Stage 3A \u00b7 Churning",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 56.553,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "mixed",
    "architecture_direction": 9.408,
    "architecture_energy": 8.555,
    "architecture_maturity": 25.76,
    "architecture_confidence": 57.369,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 60.68,
        "rotation_up": 38.27,
        "upward_expansion": 20.89,
        "deceleration": 48.73,
        "rotation_down": 23.45,
        "downward_expansion": 32.23
      },
      "activity_lines": [
        0.024333,
        0.024018,
        0.02469,
        0.024744
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.166667
    },
    "latest_close": 0.026,
    "trend_reference": 0.0245,
    "distance_from_trend": 0.061224,
    "trend_direction": "Weakening",
    "fair_value": 0.026686,
    "distance_from_fair_value": -0.025703,
    "fair_value_direction": "Improving",
    "relative_strength": -14.440398,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.238095,
    "excess_performance": 0.08326,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.061224,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.012097,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.025703,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.087561,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.144404,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.204732,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.238095,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.412115,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 17440100,
      "relative_activity": 0.801275,
      "balance": 1.412115,
      "dry_up": 0.364604,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.073964,
      "annualized_volatility": 0.38663,
      "from_high_reference": -0.235294,
      "from_low_reference": 0.368421
    },
    "levels": {
      "trend_reference": 0.0245,
      "fair_value_reference": 0.026686,
      "structural_low": 0.019,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 11,
        "median_return": -0.042553,
        "positive_rate": 0.181818,
        "directional_follow_through": 0.181818,
        "median_excess_return": -0.061123,
        "regime_survival": 0.727273,
        "best_return": 0.037037,
        "worst_return": -0.210526,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": -0.134783,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.183033,
        "regime_survival": 0.0,
        "best_return": -0.076923,
        "worst_return": -0.289474,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.234783,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.259851,
        "regime_survival": 0.0,
        "best_return": 0.076923,
        "worst_return": -0.578947,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.368764,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.491131,
        "regime_survival": 0.5,
        "best_return": -0.315789,
        "worst_return": -0.421739,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-25",
        "end": "2025-01-17",
        "tenure": "Established",
        "return": -0.289474,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-01-24",
        "end": "2025-02-14",
        "tenure": "New",
        "return": 0.037037,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-21",
        "end": "2025-07-18",
        "tenure": "Established",
        "return": -0.217391,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-07-25",
        "end": "2025-08-29",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-05",
        "end": "2025-10-17",
        "tenure": "Developing",
        "return": -0.16129,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-24",
        "end": "2026-01-02",
        "tenure": "Developing",
        "return": -0.115385,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-01-09",
        "end": "2026-01-30",
        "tenure": "New",
        "return": -0.08,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-06",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": 0.238095,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-03",
        "end": "2026-04-10",
        "tenure": "New",
        "return": 0.038462,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-04-17",
        "end": "2026-05-08",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-15",
        "end": "2026-05-29",
        "tenure": "New",
        "return": 0.04,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-06-05",
        "end": "2026-06-26",
        "tenure": "New",
        "return": -0.08,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-03",
        "end": "2026-07-24",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-31",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.130435,
        "active": true
      }
    ],
    "chart_path": [
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      },
      {
        "date": "2026-07-17",
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        "gate": "mixed",
        "direction": -20.17244,
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      },
      {
        "date": "2026-07-24",
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        "typical_volume": 21920755.0,
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        "fair_value": 0.026923,
        "relative_strength": -20.470362,
        "stage": 4,
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        "gate": "mixed",
        "direction": -15.55795,
        "energy": 17.537364,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 0.023,
        "volume": 1676100,
        "typical_volume": 21589380.0,
        "trend": 0.024467,
        "fair_value": 0.026782,
        "relative_strength": -23.803605,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -33.462902,
        "energy": 25.570601,
        "activity_lines": [
          0.023533,
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          0.024624,
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      },
      {
        "date": "2026-08-07",
        "close": 0.026,
        "volume": 17440100,
        "typical_volume": 21765440.0,
        "trend": 0.0245,
        "fair_value": 0.026686,
        "relative_strength": -14.440398,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": 9.408214,
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        "activity_lines": [
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      }
    ],
    "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."
    }
  }
}