Executive Summary (TL;DR) Data catalog platforms are critical for effective data governance but often lead to failure within 18 months due to poor implementation strategies. Common failure modes include misalignment with organizational goals, insufficient training, and inadequate data quality controls. Enterprises must establish robust governance frameworks to mitigate risks associated with data catalog deployment. Real-world […]

Executive Summary (TL;DR) Many healthcare organizations struggle with ungoverned data, which undermines their clinical data strategy and hinders AI applications. Effective management of clinical data requires a clear framework that distinguishes between infrastructure and governance layers. Common failure modes include lack of data stewardship, poor metadata management, and inadequate compliance with regulations. Organizations must assess […]