Finance teams face growing pressure from regulatory complexity, rising expectations for real-time profitability insights, and ongoing ERP modernization, exposing limits in traditional, heavily customized architectures. Many organizations struggle with audit, data, and reporting challenges, while compliance can consume up to 40% of IT budgets. The core issue is balancing flexibility (for modeling and adapting to change) with governance and system integrity. Embedding complex logic in ERP systems creates technical debt, slows upgrades, and limits AI effectiveness. A “clean core” approach—keeping standardized processes in the ERP while externalizing dynamic calculations—enables faster decision-making, better compliance, and reduced risk. This separation improves agility, supports simulation and AI-driven insights, and positions finance teams for continuous, real-time analysis as complexity accelerates.

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