Building an analytics architecture for unstructured data and multimodal AI

Building an analytics architecture for unstructured data and multimodal AI

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. The challenge isn’t just dealing with diverse data types, but also the need for scalable, automated processes to prepare, analyze, and use this data effectively. Many organizations fall into predictable traps when updating their data pipelines for AI.…