{
  "ticker": {
    "uuid": "ceeeeb41-8286-49b7-94ee-0516318d89cd",
    "symbol": "TND",
    "name": "Tandem Group plc",
    "exchange": "LSE",
    "country": "GB",
    "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": "^FTSE",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "confidence": 52.634,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "up",
    "architecture_direction": 63.863,
    "architecture_energy": 42.075,
    "architecture_maturity": 25.074,
    "architecture_confidence": 82.746,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 32.21,
        "rotation_up": 55.95,
        "upward_expansion": 80.09,
        "deceleration": 50.66,
        "rotation_down": 18.41,
        "downward_expansion": 9.09
      },
      "activity_lines": [
        179.0,
        176.745455,
        173.687608,
        172.483316
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 187.0,
    "trend_reference": 171.807813,
    "distance_from_trend": 0.088425,
    "trend_direction": "Improving",
    "fair_value": 175.466246,
    "distance_from_fair_value": 0.065732,
    "fair_value_direction": "Improving",
    "relative_strength": -2.785688,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.010811,
    "excess_performance": -0.040424,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.088425,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.003993,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.065732,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.126466,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.027857,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.092201,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.010811,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.815614,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 119745,
      "relative_activity": 4.231392,
      "balance": 1.815614,
      "dry_up": 2.073133,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.069883,
      "annualized_volatility": 0.202033,
      "from_high_reference": -0.125023,
      "from_low_reference": 0.206665
    },
    "levels": {
      "trend_reference": 171.807813,
      "fair_value_reference": 175.466246,
      "structural_low": 154.972637,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 22,
        "median_return": 0.00101,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -5.6e-05,
        "regime_survival": 0.681818,
        "best_return": 0.162667,
        "worst_return": -0.319149,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.056368,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.077137,
        "regime_survival": 0.375,
        "best_return": 0.314286,
        "worst_return": -0.357143,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.049526,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.109586,
        "regime_survival": 0.2,
        "best_return": 0.111111,
        "worst_return": -0.408163,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.4792,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.500742,
        "regime_survival": 0.0,
        "best_return": 0.076923,
        "worst_return": -0.504289,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-08-30",
        "end": "2024-09-13",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-09-20",
        "end": "2024-11-01",
        "tenure": "Developing",
        "return": 0.048387,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-11-08",
        "end": "2025-02-14",
        "tenure": "Established",
        "return": 0.123077,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-02-21",
        "end": "2025-04-18",
        "tenure": "Developing",
        "return": -0.113514,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-04-25",
        "end": "2025-05-09",
        "tenure": "New",
        "return": -0.039634,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-05-16",
        "end": "2025-05-23",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-06-27",
        "tenure": "Developing",
        "return": 0.136364,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-07-04",
        "end": "2025-08-22",
        "tenure": "Developing",
        "return": -0.060976,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-29",
        "end": "2025-10-31",
        "tenure": "Developing",
        "return": -0.096535,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-11-07",
        "end": "2025-12-05",
        "tenure": "Developing",
        "return": -0.008571,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-12",
        "end": "2026-01-09",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-01-16",
        "end": "2026-01-23",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-01-30",
        "end": "2026-06-05",
        "tenure": "Established",
        "return": 0.014925,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-06-12",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": 0.1,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 245.0,
        "volume": 5739,
        "typical_volume": 16853.05,
        "trend": 251.780554,
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        "relative_strength": -2.539553,
        "stage": 4,
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        "energy": 9.89947,
        "activity_lines": [
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        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -32.826938,
        "energy": 12.938761,
        "activity_lines": [
          168.80354,
          168.066739,
          169.651932,
          170.750841
        ]
      },
      {
        "date": "2026-05-15",
        "close": 167.470444,
        "volume": 6089,
        "typical_volume": 16790.7,
        "trend": 172.209799,
        "fair_value": 180.495474,
        "relative_strength": -12.750502,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -32.709782,
        "energy": 13.594046,
        "activity_lines": [
          168.803541,
          167.928211,
          169.316625,
          170.402002
        ]
      },
      {
        "date": "2026-05-22",
        "close": 167.470444,
        "volume": 17057,
        "typical_volume": 17639.65,
        "trend": 171.542147,
        "fair_value": 180.030541,
        "relative_strength": -14.754046,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -32.893247,
        "energy": 12.738817,
        "activity_lines": [
          168.470267,
          167.835674,
          169.010029,
          170.096237
        ]
      },
      {
        "date": "2026-05-29",
        "close": 169.970001,
        "volume": 13601,
        "typical_volume": 18289.6,
        "trend": 171.12448,
        "fair_value": 179.581631,
        "relative_strength": -12.786332,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -30.633573,
        "energy": 11.583699,
        "activity_lines": [
          168.803541,
          168.243594,
          168.970199,
          169.994808
        ]
      },
      {
        "date": "2026-06-05",
        "close": 170.0,
        "volume": 11095,
        "typical_volume": 17995.85,
        "trend": 170.957813,
        "fair_value": 179.132913,
        "relative_strength": -12.244916,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -28.95352,
        "energy": 11.101263,
        "activity_lines": [
          169.146815,
          168.61206,
          168.950035,
          169.922261
        ]
      },
      {
        "date": "2026-06-12",
        "close": 170.0,
        "volume": 254,
        "typical_volume": 17641.0,
        "trend": 170.87448,
        "fair_value": 178.684195,
        "relative_strength": -12.744598,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -17.718957,
        "energy": 7.143684,
        "activity_lines": [
          169.488089,
          169.071434,
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        ]
      },
      {
        "date": "2026-06-19",
        "close": 173.5,
        "volume": 0,
        "typical_volume": 16473.85,
        "trend": 170.991147,
        "fair_value": 178.257913,
        "relative_strength": -9.717885,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 7.475664,
        "energy": 6.044015,
        "activity_lines": [
          170.99403,
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          169.293041,
          170.029855
        ]
      },
      {
        "date": "2026-06-26",
        "close": 177.0,
        "volume": 8275,
        "typical_volume": 15865.3,
        "trend": 171.191147,
        "fair_value": 178.014323,
        "relative_strength": -8.742364,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 15.209627,
        "energy": 17.733824,
        "activity_lines": [
          173.264667,
          171.424982,
          169.944305,
          170.417523
        ]
      },
      {
        "date": "2026-07-03",
        "close": 175.0,
        "volume": 2812,
        "typical_volume": 15198.9,
        "trend": 171.241147,
        "fair_value": 177.648938,
        "relative_strength": -10.580342,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 14.792895,
        "energy": 22.748646,
        "activity_lines": [
          174.233333,
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          170.443189,
          170.663255
        ]
      },
      {
        "date": "2026-07-10",
        "close": 175.0,
        "volume": 41006,
        "typical_volume": 17163.35,
        "trend": 171.291147,
        "fair_value": 177.200221,
        "relative_strength": -8.366393,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 24.91133,
        "energy": 28.832696,
        "activity_lines": [
          174.866667,
          172.958222,
          170.930168,
          170.905762
        ]
      },
      {
        "date": "2026-07-17",
        "close": 172.5,
        "volume": 20752,
        "typical_volume": 18167.9,
        "trend": 171.257813,
        "fair_value": 176.735477,
        "relative_strength": -9.79395,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 22.240748,
        "energy": 22.659512,
        "activity_lines": [
          174.333333,
          173.133115,
          171.167147,
          170.983753
        ]
      },
      {
        "date": "2026-07-24",
        "close": 170.0,
        "volume": 68565,
        "typical_volume": 21254.4,
        "trend": 171.141147,
        "fair_value": 176.254708,
        "relative_strength": -11.464237,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 5.612506,
        "energy": 5.022952,
        "activity_lines": [
          172.8,
          172.807463,
          171.166031,
          170.902603
        ]
      },
      {
        "date": "2026-07-31",
        "close": 180.0,
        "volume": 25610,
        "typical_volume": 22376.05,
        "trend": 171.357813,
        "fair_value": 175.838041,
        "relative_strength": -6.710325,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 55.692125,
        "energy": 25.198041,
        "activity_lines": [
          174.833333,
          174.254,
          172.117296,
          171.474142
        ]
      },
      {
        "date": "2026-08-07",
        "close": 187.0,
        "volume": 119745,
        "typical_volume": 28299.2,
        "trend": 171.807813,
        "fair_value": 175.466246,
        "relative_strength": -2.785688,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 63.863086,
        "energy": 42.074825,
        "activity_lines": [
          179.0,
          176.745455,
          173.687608,
          172.483316
        ]
      }
    ],
    "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."
    }
  }
}