AI inference is the new workload GPUs were reborn for: serving LLMs, vision models and agents at scale. These guides cover hardware choices, VRAM maths and real throughput.
Hardware starting points: the RTX PRO 6000 Workstation 96 GB and 6000D Server Edition, plus complete systems in the AI workstation category. Related reading: server GPUs and the RTX PRO 6000 tag.
Official sources
Start at NVIDIA AI and the RTX PRO 6000 Server Edition page.