TechTarget featured Alexey Utkin, Head of the Data and Analytics Lab at DataArt, in an article on how data domain ownership and data mesh are helping organizations build AI-ready data foundations by decentralizing responsibility while maintaining governance through federated standards.
“AI won't get off the ground without timely, reliable data. Bringing technology and team practices into sync reduces delays and boosts data readiness.”
“AI use cases move fast. Organizations expect to deliver them in days or weeks, not months. When your data architecture relies on bringing everything to one centralized place before it can be used, that architecture becomes a bottleneck."
“The organizational shift to implement data mesh is often harder than the technical challenge of delivering a centralized data platform. Sales, investor relations and other business teams traditionally haven't been responsible for data products. For most business domains, building and owning data products is fundamentally new. This is a significant cultural change."
Read the full article here.
