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ERP Data Provisioning Financial Control Testing

Robotics & Manufacturing

Summary

arXiv:2607.09712v1 Announce Type: new Abstract: Financial control testing increasingly depends on representative enterprise resource planning (ERP) data in quality environments, yet direct production copies expose personal, supplier, banking, and commercially sensitive records. This work presents Secure ERP Quality Provisioning for Financial Control Testing (SEQ-FCT), a governed data-provisioning framework that combines deterministic masking, synthetic scenario expansion, referential tokenization, policy-based release approval, and automated validation for reconciliation, fraud-rule testing, and audit analytics. A single synthetic dataset is used for evaluation.

Why It Matters

This Robotics & Manufacturing development accelerates factory automation, industrial AI and precision manufacturing across the region. For Asia, it is a signal worth tracking: it shapes who supplies, who scales, and who sets the standard over the next five years.

Key Facts

  • SectorRobotics & Manufacturing
  • Market
  • ImpactMedium (58/100)
  • SignalFunding Research

Original Sources

arXiv AI / Machine Learning ↗ https://arxiv.org/abs/2607.09712

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