{
  "ticker": {
    "uuid": "ba0393d6-bb14-46d9-a817-5049005a7aa6",
    "symbol": "SAAS",
    "name": "Microlise 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": 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": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -63.499,
    "architecture_energy": 56.818,
    "architecture_maturity": 100.0,
    "architecture_confidence": 95.545,
    "architecture_tenure": "Extended",
    "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": 11.69,
        "rotation_up": 29.7,
        "upward_expansion": 10.78,
        "deceleration": 60.89,
        "rotation_down": 49.5,
        "downward_expansion": 84.11
      },
      "activity_lines": [
        0.3916,
        0.393536,
        0.421977,
        0.473393
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.666667
    },
    "latest_close": 0.39,
    "trend_reference": 0.563881,
    "distance_from_trend": -0.308365,
    "trend_direction": "Weakening",
    "fair_value": 1.017931,
    "distance_from_fair_value": -0.61687,
    "fair_value_direction": "Weakening",
    "relative_strength": -56.496744,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.531662,
    "excess_performance": -0.582897,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.308365,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.269786,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.61687,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.161535,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.564967,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.118615,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.531662,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.368577,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1505207,
      "relative_activity": 1.675161,
      "balance": 0.368577,
      "dry_up": 1.47174,
      "accumulation_observations": 2,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.106119,
      "annualized_volatility": 0.586226,
      "from_high_reference": -0.730217,
      "from_low_reference": 0.054054
    },
    "levels": {
      "trend_reference": 0.563881,
      "fair_value_reference": 1.017931,
      "structural_low": 0.37,
      "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": 25,
        "median_return": -0.033058,
        "positive_rate": 0.28,
        "directional_follow_through": 0.68,
        "median_excess_return": -0.046846,
        "regime_survival": 0.84,
        "best_return": 0.422222,
        "worst_return": -0.282051,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.116487,
        "positive_rate": 0.375,
        "directional_follow_through": 0.625,
        "median_excess_return": -0.111558,
        "regime_survival": 0.5,
        "best_return": 0.411764,
        "worst_return": -0.38587,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.060065,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.085958,
        "regime_survival": 0.25,
        "best_return": 0.123403,
        "worst_return": -0.559782,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.082042,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.160665,
        "regime_survival": 1.0,
        "best_return": 0.038839,
        "worst_return": -0.17742,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "downward_expansion",
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        "color": "red",
        "start": "2023-05-19",
        "end": "2023-06-16",
        "tenure": "Developing",
        "return": 0.102041,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2023-08-18",
        "tenure": "Developing",
        "return": -0.160714,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-08-25",
        "end": "2024-01-26",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "end": "2024-03-08",
        "tenure": "Developing",
        "return": 0.08,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-05-24",
        "tenure": "Developing",
        "return": 0.035461,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-08-02",
        "tenure": "Developing",
        "return": 0.061205,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-08-30",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "active": false
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      {
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        "regime": "balance",
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      {
        "regime": "upward_expansion",
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      {
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      {
        "regime": "rotation_down",
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        "active": false
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      {
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        "active": true
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        "date": "2026-07-17",
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          0.448297,
          0.513517
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      },
      {
        "date": "2026-07-24",
        "close": 0.388,
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        "typical_volume": 725239.2,
        "trend": 0.598394,
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        "relative_strength": -58.153056,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 63.559768,
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          0.392811,
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          0.4379,
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      },
      {
        "date": "2026-07-31",
        "close": 0.395,
        "volume": 2556794,
        "typical_volume": 830297.3,
        "trend": 0.581383,
        "fair_value": 1.022929,
        "relative_strength": -56.860556,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -63.906725,
        "energy": 61.10198,
        "activity_lines": [
          0.393133,
          0.394767,
          0.429549,
          0.48574
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      },
      {
        "date": "2026-08-07",
        "close": 0.39,
        "volume": 1505207,
        "typical_volume": 898544.5,
        "trend": 0.563881,
        "fair_value": 1.017931,
        "relative_strength": -56.496744,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -63.499385,
        "energy": 56.817739,
        "activity_lines": [
          0.3916,
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          0.421977,
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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."
    }
  }
}