The Three Debts Strangling Enterprises, Enterprise Architecture, and Business Architecture: Accumulated, Acquired, and Emergent

White PaperEnterprise ArchitectureBusiness Architecture
Written By Samuel Holcman

Enterprise leaders understand financial debt. They track it, model it, and manage it with discipline. Yet most organizations carry a parallel obligation that receives far less attention but exacts an equally punishing toll: architectural debt.

This paper introduces a clarifying framework: the three distinct types of debt that are compounding across enterprises - accumulated debt from decades of legacy infrastructure, acquired debt from shortcuts taken under deadline pressure, and emergent debt from bolting AI and automation onto unstable foundations without proper planning.

Each debt type demands different remediation strategies. Organizations that fail to distinguish between them will continue to pour resources into symptoms while the underlying structural problems worsen. Those that adopt a taxonomy-driven approach can target interventions, allocate modernization budgets rationally, and prevent new debt from accruing at rates that outpace remediation.

 
 
 
Samuel Holcman
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