Build for What's Next in AI with NeuralMesh
AI needs a foundation that keeps up with it. NeuralMesh™ 6 runs training, inference, and agentic workloads on one adaptive platform. Built to scale without slowing you down.
The hype will sort itself out. The foundation is what wins.
Everyone's racing to the future of AI. Fewer people are asking what that future runs on. Get the architecture wrong, and it doesn't matter how good your models are: GPUs stall, costs compound, and your AI ambitions stall right along with them.
Built for this from day one
WEKA NeuralMesh™ wasn't retrofitted for AI. It was born in the cloud, architected for accelerated compute, and containerized from the start. That gives you one adaptive foundation that runs every workload, anywhere you need it: training, inference, and agentic, all on the same platform.
What NeuralMesh 6 adds
NeuralMesh 6 takes that foundation further:
- A thousand isolated tenants, provisioned in minutes
- File and object on the same blocks — no copies, no gateways
- Intelligent data replication that fuels your GPUs instead of slowing them down
- Guaranteed data reduction, always on, with no performance tax
The payoff: more GPU memory, more tokens per dollar, more tokens per watt, and more powerful AI with outcomes that don't stop scaling.
This is the foundation for enterprise and agentic AI innovation.
What's Next
Scale Production AI Faster with NeuralMesh
Your models aren't slow. Your data is. Fix AI bottlenecks with high-throughput infrastructure.


