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Our Services

Everything you need to build, serve and secure AI.

Three core services on one vertically integrated platform — from manufacturing training data, to serving it at the right cost and latency, to keeping regulated workloads fully isolated. All operated by AI Weave Holding on hardware we own.

3
Core Services
99.9%
Uptime SLA
60 min
Fastest Deploy
24/7
Engineer Support
Three pillars

One platform. Three services. Zero resale.

Every service runs on hardware we own and operate — no intermediaries, no markup on someone else's cloud, no ambiguity about who is responsible when something breaks.

Service 01

GPU Server Rental

Bare-metal NVIDIA H200, B200 and B300 servers with full root access, Quantum-2 InfiniBand fabric and 10–400 Gbps networking. Rented by the hour, day or month.

Explore GPU rental
Service 02

Data Agent Factory

Fleets of data agents that generate, label, distill and verify datasets for training and benchmarking — at production scale, on dedicated GPUs.

Explore agent factory
Service 03

Optimized Inference

One API to every workload — tuned per request. Latency-optimized for agents, throughput-optimized for batch. Plus Private Data Cluster for regulated workloads.

Explore inference
Service 01 · GPU Rental

Bare-metal GPU servers, available now.

We operate our own GPU fleet across three global regions — NVIDIA H200, B200 and B300 in stock, not on a six-month waitlist. Every server is single-tenant bare metal with full root access, NVMe storage and Quantum-2 InfiniBand fabric for multi-node training.

  • Latest silicon in stock. H200, B200, B300 deployed as soon as they ship. No waitlist, no queue.
  • Single-tenant bare metal. Full root access, no hypervisor, no shared GPU execution, no noisy neighbours.
  • Quantum-2 InfiniBand fabric. 400 Gbps non-blocking interconnect for linear multi-node scaling.
  • Flexible billing. Hourly, daily, monthly or reserved — with automatic conversion from on-demand to reserved.
  • CUDA and ROCm ready. Latest drivers pre-installed; kernel customisation permitted.
  • 24/7 engineer support. Human engineers on ticket, email and emergency phone.
Agent Factory · Specification
Data types Text · Image · Audio · Video
Throughput Millions of samples/day
Orchestration Multi-agent supervisor
Quality control Automated + human-in-loop
Output format JSONL · Parquet · HF
Storage Your bucket, your schedule
Isolation Single-tenant
Discuss Your Dataset
Service 02 · Data Agent Factory

Production-scale data generation, on demand.

Fleets of data agents running on dedicated GPUs to generate, label, distill and verify datasets — from a few thousand samples to millions per day. Built for teams who need high-quality training and evaluation data without building a data pipeline team.

  • Synthetic data generation. Text, image, audio and video modalities with provenance tracking.
  • Multi-agent orchestration. Supervisor pattern with specialist agents for generation, critique and refinement.
  • Automated labeling & QA. Model-based labeling plus rule-based verification and human-in-loop sampling.
  • Versioned, exportable outputs. Datasets versioned per job, stored in your bucket, deleted on your schedule.
  • Benchmark datasets. Golden evaluation sets with reproducible scoring across model generations.
  • No training on your data. Outputs remain yours — contractually guaranteed.
Service 03 · Optimized Inference

One API. Every workload. Tuned per request.

A single OpenAI-compatible endpoint that routes every request to the right workload profile — latency-optimized for agents, throughput-optimized for batch. Running on the same GPU fleet as our rental service, so you can move from prototype to production without changing vendors.

  • One API, every workload. OpenAI-compatible request schema — change one base URL, keep your code.
  • Per-workload routing profiles. Latency, throughput and cost profiles selectable per request.
  • Elastic autoscaling. Scale to zero when idle, scale up automatically on request burst.
  • Full observability. Per-endpoint latency, throughput, error rates and GPU utilisation dashboards.
  • Private Data Cluster. Dedicated single-tenant clusters in your VPC or ours — zero retention, SOC 2 + HIPAA ready.
  • No lock-in. Export logs, usage records and evaluation results at any time.
Private Cluster · Specification
Tenancy Single-tenant bare metal
Placement Your VPC or ours
Data residency EU · US · APAC
Retention Zero-retention available
Encryption TLS 1.2+ · AES-256
Compliance SOC 2 · HIPAA · GDPR
Documentation DPA · NDA · audit logs
SLA 99.9% uptime
Discuss Compliance
Service 03b · Private Data Cluster

Dedicated clusters for regulated industries.

When your workload cannot share infrastructure with anyone — not even other customers of ours — Private Data Cluster gives you a fully isolated environment in your VPC or ours. Zero retention, full audit logs, SOC 2 Type II and HIPAA-ready infrastructure.

  • Single-tenant bare metal. No shared GPU execution, no hypervisor, no neighbouring workloads.
  • Choose your placement. Deploy in our data centre, your VPC or colocation facility.
  • Zero data retention. Prompts and completions never written to persistent storage.
  • SOC 2 Type II controls. HIPAA-ready infrastructure for healthcare, finance and public sector.
  • Complete documentation. DPA, NDA, security questionnaires and audit logs signed before deployment.
  • Named account engineer. Dedicated engineering contact for reserved and enterprise deployments.
Compare

Which service fits your workload?

Every service runs on the same infrastructure. The difference is the level of abstraction and the level of control.

Dimension GPU Rental Agent Factory Inference API Private Cluster
Abstraction level Bare metal Managed platform Fully abstracted Bare metal + managed
What you manage Everything above BIOS Job definitions only Nothing Application layer
GPU allocation Dedicated Dedicated Shared pools Dedicated single-tenant
Billing model Per GPU-hour Per job / per sample Per token / per request Reserved capacity
Custom models Yes Yes Catalog only Yes
Zero retention N/A Yes Yes Yes
SOC 2 · HIPAA Available Available Available Built-in
Time to first use 60 min – 3 days 3–7 business days Same business day 1–2 weeks
Best for Training · custom stacks Dataset generation Prototyping · scale-out Regulated workloads
How it works

From request to running in four steps.

Every deployment includes driver installation, benchmark validation and a handover session with an engineer.

STEP 01

Share your workload

Tell us your application, model size, framework, expected throughput, timeline and compliance requirements.

STEP 02

Get a configuration

We recommend the optimal GPU mix, node count, network topology and service combination within 24 hours.

STEP 03

Deploy & validate

We provision the hardware, install drivers (CUDA / ROCm), run benchmarks and sign compliance documents.

STEP 04

Scale anytime

Add GPUs, upgrade storage or move workloads between rental, agent factory and inference API.

Not sure which service you need?

Tell us about your workload — model size, framework, throughput and timeline. Our engineers will recommend the right service combination and send a quote within one business day.

Talk to an Engineer About AI Weave