We are an infrastructure company that operates the GPU clusters, data agent platforms and inference services that AI teams depend on. Not a reseller — every GPU, every cluster, every API endpoint is ours. Headquartered in Irvine, California.
AI Weave Holding was founded on a simple observation: AI teams spend too much time fighting infrastructure instead of shipping models.
In 2024, a small team of infrastructure engineers — veterans of hyperscale data centres, GPU cloud platforms and quantitative research — came together in Irvine, California, with a clear thesis: the next generation of AI companies will be built on infrastructure that is operated, not resold.
We started by deploying our own NVIDIA H200 clusters, then built a data agent platform on top of them, then an inference API that routes every request to the right workload profile. Today, AI Weave Holding operates production GPU infrastructure across three regions, serving AI research teams, quantitative hedge funds and enterprise customers who need real performance and full compliance.
We are not a reseller. Every GPU we rent, every cluster we operate, every API endpoint we expose runs on hardware we own and manage. That vertical integration is what allows us to offer the latest silicon (H200, B200, B300) without the six-month waitlists, and to guarantee data residency, zero retention and SOC 2 / HIPAA compliance at the infrastructure layer — not as an afterthought.
Six principles that define how AI Weave Holding builds, operates and supports its infrastructure.
We operate the infrastructure we sell. No resellers, no intermediaries, no ambiguity about who is responsible when something breaks.
Every customer workload runs on single-tenant bare metal. No shared GPU execution, no hypervisor overhead, no noisy neighbours.
All data processed and stored within the EU, with full GDPR / AVG compliance. Regional data residency for regulated industries.
Clear service boundaries, published pricing, documented SLAs. No hidden fees, no surprise dependencies, no data lock-in.
Support delivered by engineers who know CUDA, ROCm, NCCL, vLLM and distributed training — not scripts or chatbots.
H200, B200 and B300 deployed as soon as they ship. New generations in stock — not on a six-month waitlist.
AI Weave Holding is operated by a senior team of engineers, researchers and operators with deep experience in hyperscale infrastructure and AI systems.
Senior operators with decades of combined experience in distributed systems, GPU infrastructure and AI platform engineering.
A senior team of systems engineers responsible for bare-metal provisioning, InfiniBand fabric, driver lifecycle and cluster validation.
Engineers who build and operate the inference stack — vLLM, TensorRT-LLM, SGLang — plus the data agent platform and retrieval pipelines.
A dedicated team responsible for data protection, compliance certifications, DPA / NDA coordination and audit documentation.
Human engineers on call 24/7 across all regions. Named account engineers for reserved and enterprise customers.
Researchers who benchmark new models, tune kernels and validate performance SLAs across hardware generations.
Tell us about your workload and we will respond within one business day.
Thank you for reaching out to AI Weave Holding. A human engineer will review your request and get back to you within one business day.
