AI & ML Platform
Train, fine-tune and serve models on dedicated GPU pods with built-in observability.
- H100 / H200 / MI300 clusters
- Managed vLLM & Triton inference
- Experiment tracking + MLOps
AI-Native Infrastructure
Intelligent Infrastructure, Engineered for Scale.
From GPU clusters to global edge — QUILL powers the next generation of AI workloads with enterprise-grade reliability.
Trusted infrastructure partners
KubernetesNVIDIAAWSGCPAzureTerraform
uptime 99.995%
edge · 12 regions gpus online · 9,800+ v5.1 · apr 2026
Four pillars, one platform.
An end-to-end stack — from the silicon up — so your team ships AI, not yak-shaving.
Cloud Infrastructure
Multi-cloud and hybrid orchestration with policy, cost and compliance guardrails.
- AWS · GCP · Azure · on-prem
- Managed Kubernetes
- FinOps dashboard
Server & Bare Metal
Colocation, dedicated servers and edge PoPs with deterministic performance.
- 12 edge regions worldwide
- 10-minute provisioning
- DDoS-protected by default
DevOps & Security
Opinionated CI/CD, SRE on-call, and zero-trust controls — baked in, not bolted on.
- CI/CD pipelines & GitOps
- 24/7 SRE on-call
- SOC 2 · ISO 27001
Built for the way modern teams operate.
Pre-tuned reference architectures for the industries that push infrastructure hardest.
Generative AI platforms
Everything a foundation-model team needs: data plane, training, inference and evals — all on one bill.
Learn more
FinTech at regulated scale
PCI-DSS ready environments with deterministic latency across Bangkok, Singapore and Tokyo.
Learn more
Streaming & Media
Transcoding, origin and edge delivery pipelines tuned for live and long-tail VOD workloads.
Learn more
Healthcare & Research
HIPAA-aligned compute for genomics, imaging and clinical AI with audited data isolation.
Learn more
Gaming backends
Global matchmaking, session and state services at sub-40ms — from Jakarta to São Paulo.
Learn more
Public sector & Enterprise
Sovereign deployments, private links and audit-ready control planes for regulated industries.
Learn more
Plays nicely with the stack you already love.
Open standards, first-class integrations, no vendor lock-in.
Kubernetes NVIDIA AWS GCP Azure Terraform PostgreSQL ClickHouse Kafka Redis PyTorch vLLM Grafana Cloudflare
Numbers that matter on a Monday morning.
Real production metrics across the QUILL global fleet — updated continuously.
99.995 %
Platform uptime
Rolling 90-day global average
38 ms
P99 edge latency
Across 12 global PoPs
4.2 EB
Data under management
Encrypted at rest & in transit
9,800 +
GPUs online
H100 / H200 / MI300
Teams shipping faster on QUILL.
From pre-seed to public company — same platform, different scale.
Lumendo AI Foundation models
“ We cut our model-training costs by 43% and shipped a new 70B checkpoint in a single sprint. QUILL just got out of the way. ”
Prisha Rao
VP Engineering
-43% training cost
Sumeria Bank Finance
“ Going from six regional data centers to a single managed plane on QUILL gave us audit-grade visibility we never had before. ”
Daniel Oh
Head of Platform
6 DCs → 1 plane
Verity Health Healthcare
“ The SRE team feels like an extension of ours. Page at 3am, a human answers in 90 seconds. ”
Dr. Mei Lin
CTO
90s MTTR
Simple, transparent, built to scale with you.
Start free. Pay only for what you run. Enterprise support available from day one.
Starter
For builders and side projects.
$0 per month
- 1 shared GPU hour / day
- 3 managed containers
- Community support
- Public edge endpoints
Most popular
Scale
For production AI teams shipping revenue.
$499 per month
- Dedicated GPU pods
- Unlimited services
- 99.95% SLA
- Business-hours SRE
- Private networking & VPC peering
Enterprise
For regulated industries and sovereign deployments.
Custom
- Dedicated clusters & regions
- 99.995% SLA
- 24/7 SRE + named TAM
- SOC 2 · ISO 27001 · HIPAA
- Custom BYOC & air-gapped
Notes from the edge.
Engineering deep-dives, benchmarks and field reports from the QUILL team.
Benchmarks
Apr 2026 8 min read
H200 vs. H100 for 70B LLM inference: a real-world latency study
We ran Llama-3 70B across identical QUILL pods. The TCO numbers surprised us — here's the data.
Architecture
Mar 2026 12 min read
Building a multi-region control plane without CAP-theorem tears
How we designed QUILL's global control plane to survive regional failures without sacrificing consistency.
SRE
Feb 2026 6 min read
Anatomy of a 90-second MTTR: our on-call playbook, in public
Escalation trees, runbooks, and the one dashboard that every incident starts from.
Ready to scale?
Tell us what you're building. We'll reply within one business day.