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May 31, 20260 citationsOpen Access

Structural Drift in Automated Distribution | The Hidden Capital Risk in PE Portfolios

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SDSimon Dahlem

Key Points

  • The study aims to identify the causes of underperformance in distribution automation assets within private equity portfolios.
  • Analyzed the impact of structural drift on capital assumptions and system architecture.
  • Examined the absence of systematic methodologies for early detection of structural drift.
  • Investigated the consequences of delayed detection on EBITDA performance.
  • Structural drift leads to significant underperformance in EBITDA over time.
  • The cost of correction for structural drift is much higher than early detection and prevention measures.
  • Most private equity firms lack effective strategies to identify structural drift before it impacts financial reports.

Abstract

Distribution automation assets in PE portfolios underperform their investment case not because of bad strategy, poor execution or vendor failure. They underperform because of structural drift – a gradual divergence between the capital assumptions embedded in the original investment, the system architecture that operationalises it, and the governance structure that oversees it. By the time structural drift is visible in EBITDA, the damage has already compounded for months or years. The cost of correction at that stage is significantly higher than the cost of detection and prevention. And yet most PE firms have no systematic methodology for detecting structural drift in distribution assets before it reaches the board report.

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Cite This Study

Simon Dahlem (2026) studied this question.

synapsesocial.com/papers/6a1bd2375783ba022b6fd97fhttps://doi.org/10.5281/zenodo.20444158
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