Dell and Intel weigh the costs of enterprise AI scalability
SiliconANGLE Jonathan Anthony ● Covered by 2 sources
Dell and Intel say enterprise AI teams are rethinking where to run inference because cloud token costs are exhausting budgets faster than planned for growing agentic workloads. Customers are running through allotted token budgets in weeks instead of months. The shift is moving more deployments toward on-premises CPU resources and open-weight models alongside frontier cloud models.
Why it matters
Enterprise AI scalability is running into a hard budget wall for some customers. As agentic workloads multiply, cloud token bills are consuming allocations faster than planned, prompting companies to rethink where inference should run. That cost pressure is reshaping enterprise AI deployment strategy, with on-premises infrastructure and open-weight models moving back into the conversation alongside […] The post Dell and Intel weigh the costs of enterprise AI scalability appeared first on SiliconANGLE.