Dell Technologies is hosting a virtual event titled AI Data Platform Event: From Ambition to AI at Scale on October 6 and 7. The sessions will focus on integrating data management, storage, security, and governance for enterprise AI workloads.
According to theCUBE Research, 86% of enterprises prioritize data unification over compute resources. Furthermore, 64% of AI teams identify insufficient storage throughput as a primary bottleneck during model training.
Industry experts note that agentic AI systems are changing data interaction patterns. Agents now perform multi-step reasoning and can generate up to 10 times more SQL queries than traditional applications, shifting the focus toward context engineering.
The event will feature speakers from Dell Technologies, Nvidia, Elastic, IREN, and CTBC Bank. Discussions will cover the transition from experimental AI pilots to production-grade systems that require reliable data infrastructure.
Security remains a critical concern as AI workloads expand across cloud, on-premises, and edge environments. Analysts emphasize that cyber resilience now depends on protecting the distributed data that provides context to AI models.
