{
  "ticker": {
    "uuid": "8698d4e0-6a28-42d0-adf3-373edaa6a1bc",
    "symbol": "TOUCH",
    "name": "Touchtech AB",
    "exchange": "STO",
    "country": "SE",
    "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": "^OMX",
    "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": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 52.542,
    "architecture_energy": 35.258,
    "architecture_maturity": 35.13,
    "architecture_confidence": 68.509,
    "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": 22.49,
        "rotation_up": 44.57,
        "upward_expansion": 73.0,
        "deceleration": 64.11,
        "rotation_down": 21.08,
        "downward_expansion": 4.34
      },
      "activity_lines": [
        5.056667,
        4.995455,
        4.73881,
        4.541118
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.333333
    },
    "latest_close": 5.0,
    "trend_reference": 4.314333,
    "distance_from_trend": 0.158928,
    "trend_direction": "Improving",
    "fair_value": 4.790385,
    "distance_from_fair_value": 0.043758,
    "fair_value_direction": "Improving",
    "relative_strength": 2.552462,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.322751,
    "excess_performance": 0.261257,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.158928,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.096214,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.043758,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.28274,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.025525,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.287781,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.322751,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 5.007347,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 20505,
      "relative_activity": 0.591696,
      "balance": 5.007347,
      "dry_up": 0.405249,
      "accumulation_observations": 3,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.129692,
      "annualized_volatility": 0.584817,
      "from_high_reference": -0.134948,
      "from_low_reference": 0.644737
    },
    "levels": {
      "trend_reference": 4.314333,
      "fair_value_reference": 4.790385,
      "structural_low": 3.11,
      "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": -0.014101,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.056917,
        "regime_survival": 0.7,
        "best_return": 0.372093,
        "worst_return": -0.124661,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": -0.046332,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.132476,
        "regime_survival": 0.333333,
        "best_return": 0.366795,
        "worst_return": -0.180791,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.02027,
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        "worst_return": -0.160232,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
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        "worst_return": -0.084942,
        "sufficient": false
      }
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        "regime": "deceleration",
        "label": "Deceleration",
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        "regime": "rotation_down",
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        "regime": "rotation_up",
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          3.952857,
          3.940344
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      },
      {
        "date": "2026-05-08",
        "close": 3.56,
        "volume": 109334,
        "typical_volume": 27763.7,
        "trend": 3.934,
        "fair_value": 4.677949,
        "relative_strength": -26.225648,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -52.16968,
        "energy": 28.737321,
        "activity_lines": [
          3.774667,
          3.85,
          3.91181,
          3.913247
        ]
      },
      {
        "date": "2026-05-15",
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        "volume": 84016,
        "typical_volume": 30976.5,
        "trend": 3.931,
        "fair_value": 4.685833,
        "relative_strength": -5.774416,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 41.382678,
        "energy": 17.188795,
        "activity_lines": [
          3.998667,
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      },
      {
        "date": "2026-05-22",
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        "volume": 29796,
        "typical_volume": 32274.6,
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        "relative_strength": -19.447813,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 28.58852,
        "energy": 12.63781,
        "activity_lines": [
          4.006667,
          3.959091,
          3.961857,
          3.952925
        ]
      },
      {
        "date": "2026-05-29",
        "close": 4.56,
        "volume": 213076,
        "typical_volume": 42912.15,
        "trend": 3.935667,
        "fair_value": 4.701795,
        "relative_strength": -7.193518,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
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        "energy": 33.949935,
        "activity_lines": [
          4.218667,
          4.070909,
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        ]
      },
      {
        "date": "2026-06-05",
        "close": 5.0,
        "volume": 37551,
        "typical_volume": 43461.7,
        "trend": 3.969667,
        "fair_value": 4.713205,
        "relative_strength": 2.747245,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 65.929409,
        "energy": 55.571194,
        "activity_lines": [
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          4.062645
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      },
      {
        "date": "2026-06-12",
        "close": 5.15,
        "volume": 0,
        "typical_volume": 43226.85,
        "trend": 4.011333,
        "fair_value": 4.724679,
        "relative_strength": 6.288635,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "energy": 66.459719,
        "activity_lines": [
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      },
      {
        "date": "2026-06-19",
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        "energy": 63.458801,
        "activity_lines": [
          4.793333,
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      },
      {
        "date": "2026-06-26",
        "close": 4.62,
        "volume": 0,
        "typical_volume": 41351.45,
        "trend": 4.090667,
        "fair_value": 4.740513,
        "relative_strength": -4.642785,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 56.699169,
        "energy": 59.497037,
        "activity_lines": [
          4.778,
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          4.319619,
          4.215742
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      },
      {
        "date": "2026-07-03",
        "close": 4.74,
        "volume": 2452,
        "typical_volume": 40031.9,
        "trend": 4.132,
        "fair_value": 4.746538,
        "relative_strength": -4.261283,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 54.454016,
        "energy": 43.840544,
        "activity_lines": [
          4.76,
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          4.374143,
          4.257634
        ]
      },
      {
        "date": "2026-07-10",
        "close": 5.25,
        "volume": 23334,
        "typical_volume": 37961.95,
        "trend": 4.194,
        "fair_value": 4.755,
        "relative_strength": 9.06142,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.80457,
        "energy": 40.87884,
        "activity_lines": [
          4.9,
          4.786182,
          4.472286,
          4.329763
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      },
      {
        "date": "2026-07-17",
        "close": 5.2,
        "volume": 12067,
        "typical_volume": 38459.25,
        "trend": 4.234667,
        "fair_value": 4.764679,
        "relative_strength": 9.898639,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.76528,
        "energy": 44.455807,
        "activity_lines": [
          5.006667,
          4.895273,
          4.559,
          4.394667
        ]
      },
      {
        "date": "2026-07-24",
        "close": 5.0,
        "volume": 3709,
        "typical_volume": 34384.0,
        "trend": 4.261,
        "fair_value": 4.773974,
        "relative_strength": 4.551281,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 54.642387,
        "energy": 42.550948,
        "activity_lines": [
          5.043333,
          4.938182,
          4.621238,
          4.444043
        ]
      },
      {
        "date": "2026-07-31",
        "close": 5.05,
        "volume": 19894,
        "typical_volume": 34258.15,
        "trend": 4.284333,
        "fair_value": 4.782436,
        "relative_strength": 4.942879,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 54.721367,
        "energy": 45.901143,
        "activity_lines": [
          5.072667,
          4.981091,
          4.68481,
          4.494946
        ]
      },
      {
        "date": "2026-08-07",
        "close": 5.0,
        "volume": 20505,
        "typical_volume": 34654.6,
        "trend": 4.314333,
        "fair_value": 4.790385,
        "relative_strength": 2.552462,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 52.542461,
        "energy": 35.257925,
        "activity_lines": [
          5.056667,
          4.995455,
          4.73881,
          4.541118
        ]
      }
    ],
    "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."
    }
  }
}