Author: Anna Osman

  • The Strategic Trade-Off: Custom-Built Data Governance vs. Vendor Solutions.

    The Strategic Trade-Off: Custom-Built Data Governance vs. Vendor Solutions.

    Custom-Built Governance: Control Meets Commitment  Building a custom data governance solution gives organizations exceptional control; every feature, from metadata tagging to access protocols, can be tailored precisely to internal needs. Scholars confirm this advantage: bespoke architectures allow embedding specialized compliance measures for GDPR, HIPAA, or proprietary regulations in a way standard platforms cannot match (Marcucci et…

  • Governance Wars. The Rise of Custom Builds vs. Platform Giants.

    Governance Wars. The Rise of Custom Builds vs. Platform Giants.

    Introduction In an era characterized by soaring data volumes and accelerated AI adoption, effective governance is no longer optional, it’s foundational. A 2024 IDC report found that 87% of organizations expect generative AI to transform their business, yet by 2027, 60% risk failing due to weak governance frameworks (Collibra, 2024c). The rise of “shadow AI”…