The Future of SaaS Data Lakes and Real-Time Analytics
SaaS is redefining data lakes by collapsing batch and streaming into unified, governed architectures that serve AI and decisioning in seconds, not days. In 2025, three shifts dominate: lakehouse standardization with open table formats, streaming-first ingestion via CDC and event buses, and real-time analytics integrated directly with ML pipelines and applications. The result is fresher … Read more