{
  "ticker": {
    "uuid": "fd16f82f-2b4e-42a5-9a8a-59f19c6a412a",
    "symbol": "BAI",
    "name": "Digilife 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": 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": -85.472,
    "architecture_energy": 94.11,
    "architecture_maturity": 34.0,
    "architecture_confidence": 81.71,
    "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": 8.15,
        "rotation_up": 9.52,
        "upward_expansion": 21.97,
        "deceleration": 37.01,
        "rotation_down": 86.4,
        "downward_expansion": 99.97
      },
      "activity_lines": [
        0.632333,
        0.677273,
        0.742786,
        0.800484
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -1.0
    },
    "latest_close": 0.595,
    "trend_reference": 0.8755,
    "distance_from_trend": -0.320388,
    "trend_direction": "Improving",
    "fair_value": 1.146186,
    "distance_from_fair_value": -0.480887,
    "fair_value_direction": "Weakening",
    "relative_strength": -35.46186,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.392857,
    "excess_performance": -0.547692,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.320388,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.016841,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.480887,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.232561,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.354619,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.474502,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.392857,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.348837,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 600,
      "relative_activity": 0.316623,
      "balance": 0.348837,
      "dry_up": 0.435356,
      "accumulation_observations": 0,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.088559,
      "annualized_volatility": 0.627789,
      "from_high_reference": -0.491453,
      "from_low_reference": 0.19
    },
    "levels": {
      "trend_reference": 0.8755,
      "fair_value_reference": 1.146186,
      "structural_low": 0.595,
      "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": 40,
        "median_return": -0.039023,
        "positive_rate": 0.35,
        "directional_follow_through": 0.625,
        "median_excess_return": -0.048533,
        "regime_survival": 0.9,
        "best_return": 0.455285,
        "worst_return": -0.243056,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 13,
        "median_return": -0.04,
        "positive_rate": 0.307692,
        "directional_follow_through": 0.692308,
        "median_excess_return": -0.097289,
        "regime_survival": 0.692308,
        "best_return": 0.503759,
        "worst_return": -0.214286,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.110526,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.091616,
        "regime_survival": 0.428571,
        "best_return": 0.587302,
        "worst_return": -0.260355,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.066114,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.108878,
        "regime_survival": 0.5,
        "best_return": 0.285714,
        "worst_return": -0.37931,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2023-01-27",
        "end": "2023-03-03",
        "tenure": "Developing",
        "return": 0.089286,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-03-10",
        "end": "2023-05-19",
        "tenure": "Developing",
        "return": 0.109948,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-05-26",
        "end": "2023-08-11",
        "tenure": "Developing",
        "return": -0.072961,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-08-18",
        "end": "2023-09-01",
        "tenure": "New",
        "return": -0.062201,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-09-08",
        "end": "2024-08-02",
        "tenure": "Extended",
        "return": -0.363158,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-09-13",
        "tenure": "Developing",
        "return": -0.335196,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-09-20",
        "end": "2025-12-05",
        "tenure": "Extended",
        "return": -0.568966,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-12-12",
        "end": "2026-01-16",
        "tenure": "Developing",
        "return": 0.328571,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-01-23",
        "end": "2026-03-20",
        "tenure": "Developing",
        "return": -0.047619,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-03-27",
        "end": "2026-04-03",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-04-10",
        "end": "2026-04-17",
        "tenure": "New",
        "return": 0.142857,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-04-24",
        "end": "2026-06-05",
        "tenure": "Developing",
        "return": -0.136612,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-06-12",
        "end": "2026-06-19",
        "tenure": "New",
        "return": 0.056962,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-06-26",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.242038,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 2.09,
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        "typical_volume": 6110.0,
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        "activity_lines": [
          0.866,
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          0.959571,
          0.903075
        ]
      },
      {
        "date": "2026-05-01",
        "close": 0.9,
        "volume": 5200,
        "typical_volume": 8615.0,
        "trend": 0.821833,
        "fair_value": 1.273141,
        "relative_strength": 5.982442,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -1.247522,
        "energy": 26.508016,
        "activity_lines": [
          0.873333,
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          0.908699
        ]
      },
      {
        "date": "2026-05-08",
        "close": 0.95,
        "volume": 15700,
        "typical_volume": 8950.0,
        "trend": 0.8345,
        "fair_value": 1.263846,
        "relative_strength": 11.988371,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 7.78273,
        "energy": 10.892819,
        "activity_lines": [
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          0.954333,
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        ]
      },
      {
        "date": "2026-05-15",
        "close": 0.805,
        "volume": 2600,
        "typical_volume": 8440.0,
        "trend": 0.843167,
        "fair_value": 1.255417,
        "relative_strength": -5.894635,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -13.093987,
        "energy": 13.018207,
        "activity_lines": [
          0.879667,
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      },
      {
        "date": "2026-05-22",
        "close": 0.845,
        "volume": 1800,
        "typical_volume": 8495.0,
        "trend": 0.853167,
        "fair_value": 1.245897,
        "relative_strength": -2.314695,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -2.826626,
        "energy": 11.797595,
        "activity_lines": [
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          0.915183
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      },
      {
        "date": "2026-05-29",
        "close": 0.815,
        "volume": 1900,
        "typical_volume": 7800.0,
        "trend": 0.861,
        "fair_value": 1.237019,
        "relative_strength": -4.734159,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "mixed",
        "direction": -25.48558,
        "energy": 24.201118,
        "activity_lines": [
          0.844667,
          0.858818,
          0.914167,
          0.91272
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      },
      {
        "date": "2026-06-05",
        "close": 0.79,
        "volume": 100,
        "typical_volume": 7480.0,
        "trend": 0.87,
        "fair_value": 1.228109,
        "relative_strength": -7.519564,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -41.20334,
        "energy": 53.361815,
        "activity_lines": [
          0.820333,
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      },
      {
        "date": "2026-06-12",
        "close": 0.79,
        "volume": 0,
        "typical_volume": 6155.0,
        "trend": 0.878167,
        "fair_value": 1.219776,
        "relative_strength": -6.708476,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -38.337921,
        "energy": 55.364758,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
        "close": 0.835,
        "volume": 0,
        "typical_volume": 5720.0,
        "trend": 0.889333,
        "fair_value": 1.211026,
        "relative_strength": -4.210307,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -32.461716,
        "energy": 46.731105,
        "activity_lines": [
          0.812,
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      },
      {
        "date": "2026-06-26",
        "close": 0.785,
        "volume": 900,
        "typical_volume": 5135.0,
        "trend": 0.898833,
        "fair_value": 1.202981,
        "relative_strength": -9.536664,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -65.963214,
        "energy": 62.641186,
        "activity_lines": [
          0.802,
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          0.860095,
          0.893462
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      },
      {
        "date": "2026-07-03",
        "close": 0.685,
        "volume": 0,
        "typical_volume": 3230.0,
        "trend": 0.905,
        "fair_value": 1.193782,
        "relative_strength": -21.512636,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -81.202858,
        "energy": 69.898121,
        "activity_lines": [
          0.762667,
          0.791545,
          0.837929,
          0.879667
        ]
      },
      {
        "date": "2026-07-10",
        "close": 0.72,
        "volume": 1200,
        "typical_volume": 3090.0,
        "trend": 0.905667,
        "fair_value": 1.184487,
        "relative_strength": -20.487412,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -72.397736,
        "energy": 76.419845,
        "activity_lines": [
          0.743667,
          0.773364,
          0.82131,
          0.867731
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      },
      {
        "date": "2026-07-17",
        "close": 0.67,
        "volume": 600,
        "typical_volume": 2640.0,
        "trend": 0.901333,
        "fair_value": 1.174872,
        "relative_strength": -26.096366,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -81.099621,
        "energy": 88.912231,
        "activity_lines": [
          0.712667,
          0.749364,
          0.801976,
          0.852527
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.67,
        "volume": 200,
        "typical_volume": 2065.0,
        "trend": 0.894667,
        "fair_value": 1.165385,
        "relative_strength": -26.739802,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -75.48541,
        "energy": 89.703065,
        "activity_lines": [
          0.689667,
          0.730455,
          0.784786,
          0.837602
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.61,
        "volume": 1900,
        "typical_volume": 1905.0,
        "trend": 0.885667,
        "fair_value": 1.156218,
        "relative_strength": -33.399851,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -86.217708,
        "energy": 93.397317,
        "activity_lines": [
          0.657667,
          0.703091,
          0.763548,
          0.819237
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.595,
        "volume": 600,
        "typical_volume": 1895.0,
        "trend": 0.8755,
        "fair_value": 1.146186,
        "relative_strength": -35.46186,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -85.472292,
        "energy": 94.109753,
        "activity_lines": [
          0.632333,
          0.677273,
          0.742786,
          0.800484
        ]
      }
    ],
    "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."
    }
  }
}