Inference Economics Built for Performance, Control, and Scale
Production AI has to be efficient enough to scale while meeting real requirements around sovereignty, governance, resilience, power, and capital. WEKA helps enterprises, NVIDIA Cloud Partners, and sovereign AI builders improve inference economics without treating those constraints as tradeoffs.
Improve Inference Economics Without Giving Up Control
Inference is where infrastructure cost compounds. As workloads become more stateful, efficiency depends on keeping context available, reducing repeated work, and getting more useful output from the GPU infrastructure already in place.
At the same time, enterprises and sovereign AI builders need to control where data lives, how workloads are isolated, and how infrastructure is governed. NeuralMesh brings those requirements together in one data and memory foundation, helping improve context reuse, data movement, GPU efficiency, and cost per inference while supporting isolation, encryption, and jurisdictional control.
Engineered Alongside NVIDIA
WEKA and NVIDIA have worked together for years to keep accelerated infrastructure productive as AI workloads evolve.
That collaboration has progressed from high-performance data movement for training with technologies like GPUDirect Storage, to inference and context movement through Dynamo and custom NIXL plugins, and now into the broader AI Factory, AI Data Platform, STX, and next-generation memory and storage architectures.
The goal has remained consistent: make increasingly powerful NVIDIA infrastructure more efficient, scalable, and ready for production.
Join Us in Berlin
See what WEKA has in store for the week:
Off The Grid – GTC After Party
End your night in style aboard the Van Loon. Enjoy panoramic canal views, bites and beverages to close out day one of GTC Berlin. More details coming soon.
Watch Parties
Can’t make it to GTC Berlin in person? You can still catch the keynote. We’re planning two watch parties – check back for updates on where and when – you won’t want to miss it.
Bring Your Inference Numbers.
We’ll Bring Ours.
Inference is where AI margins are won or lost. Come compare notes at WEKA Booth #7026.