In an era where data is a strategic asset, organizations often falter not because they lack data—but because their architecture doesn’t scale with their needs. Leaders must design data ecosystems that ...

Data scientists today face a perfect storm: an explosion of inconsistent, unstructured, multimodal data scattered across silos – and mounting pressure to turn it into accessible, AI-ready insights.

Balaji Venugopal is Sr. Director and Senior Enterprise Architect – Data & Analytics at CBRE, based in Frisco, Texas. With over 18 years of experience, he specializes in cloud data architecture (Azure, ...

The technology, which enables rapid business transformation, requires a new data layer—one built for speed, scale, and diverse teams A decade ago, the cloud ignited a massive replatforming of ...

Facing an existential crisis, enterprise architecture must abandon outdated dogma for AI-driven adaptive governance to ensure survival and deliver value. In “Data trust and the evolution of enterprise ...

Expertise from Forbes Councils members, operated under license. Opinions expressed are those of the author. Modern analytics pipelines often follow the medallion architecture, which organizes data ...

The evolving landscape of data architecture has shifted in the past two years with the arrival of AI capabilities -- fundamentally changing how organizations evaluate, justify, and implement their ...