• Viewpoint
    Jan. 16, 2026

    Rapid generative AI acceleration has exposed foundational weaknesses in the modern data stack. Architectures that were originally designed for analytics and reporting are now being pushed to support real-time, large-scale AI workloads that demand trusted, governed,…
  • Viewpoint
    July 25, 2025

    As data takes center stage in digital transformation, organizations are heavily investing in emerging data platforms, pipelines, and AI-powered analytics. However, this rapid growth often introduces hidden financial complexities, including unpredictable cloud costs, underused resources, and…