DDN Accelerates Inference And Lowers Cost Per Token While Expanding Multi-Tenant Training For AI Factories
DDN, Monday, March 16th, 2026
New product releases deliver up to 27x faster KV cache loading with GPUDirect Storage for Objects and NVIDIA Dynamo integration-enabling secure, software-defined AI factory operations without all-flash dependence
DDN and data intelligence solutions, today announced major new releases across its AI data platform.
As AI moves from experimentation into production, data infrastructure has become a direct determinant of revenue and efficiency- token generation, inference serving, and model training deliver strong return on investment only when GPUs are continuously and intelligently fed with data. DDN delivers exactly that-inference acceleration that drives down cost per token, multi-tenant storage operations built for the demands of production AI factories, and DPU-accelerated data services running directly on NVIDIA BlueField-4 hardware.
'AI infrastructure is now a revenue system-every token generated is a return on invested capital. DDN ensures that return is never lost to a data bottleneck.' - Sven Oehme, CTO, DDN