AI-Powered Data Lakes: Enabling Intelligent Search and Discovery in Enterprise Data Ecosystems (Published)
AI-powered data lakes represent a transformative approach to enterprise data management, addressing the growing challenges of information discovery in vast, heterogeneous datasets. By integrating large language models, semantic understanding, and automated metadata generation, these intelligent systems enable intuitive data exploration beyond the capabilities of traditional search methods. This article examines how AI technologies enhance data organization, enable natural language querying, and streamline governance processes, making advanced analytics accessible to users without specialized technical expertise. The integration of these capabilities fundamentally changes how organizations interact with their data assets, creating new possibilities for insight generation and decision support across industries, including healthcare, finance, and e-commerce.
Keywords: Semantic Search, automated metadata, data democratization., intelligent governance, natural language querying