---
title: "Quark Labs × Bit Refinery — Private GPU Infrastructure for Regulated AI"
url: "https://bitrefinery.com/partners/quarklabs"
description: "Quark Labs runs its document-automation AI platform for regulated industries on Bit Refinery's private, single-tenant GPU infrastructure in Denver, Colorado."
lastmod: "2026-05-31"
source: "auto-generated from SSG HTML"
---

Partnership Announcement

# Quark Labs runs on Bit Refinery's private GPU infrastructure.

Trusted automation for document-driven decisions in regulated industries — powered by dedicated NVIDIA GPUs in Colorado, with single-tenant isolation, zero egress fees, and no model-provider telemetry.

-   Single-tenant GPUs
-   U.S. data centers
-   Fixed monthly pricing

Bit Refinery

Denver, CO

Quark Labs

AI for regulated industries

About Quark Labs

## Trusted automation for document-driven decisions

[Quark Labs](https://www.quarklabs.ai/) builds AI-powered automation for the document-heavy workflows that drive consequential decisions in regulated industries — finance, insurance, and healthcare. Quark transforms complex documents into structured knowledge that powers automated workflows, compliance checks, and cross-document insights. Its document extraction intelligence platform handles intricate PDFs, embedded images, PHI & PII, and other sensitive data that traditional tools find too expensive or error-prone to parse at scale — delivering trusted automation with built-in compliance and full auditability.

Co-founded and led by CEO Vishal Singh, Quark Labs recently emerged from stealth to address a gap in the market: organizations in regulated industries cannot adopt off-the-shelf foundation-model APIs without conceding control over where their data lives and how it's processed. Quark Labs gives them automation they can trust — and that trust starts with the infrastructure the platform runs on: [Bit Refinery's private GPU cloud](https://bitrefinery.com/services/private-gpu-cloud).

> “Our customers operate in industries where ‘the cloud’ isn't a neutral answer. Bit Refinery gave us dedicated NVIDIA hardware, a clear U.S. data-center footprint, predictable monthly economics, and an engineering team that actually picks up the phone.”

VS

Vishal Singh

CEO & Co-Founder, [Quark Labs](https://www.quarklabs.ai/)

## Why Quark Labs chose Bit Refinery

Four requirements that ruled out hyperscale cloud GPU rentals.

### Single-tenant isolation

No shared scheduler. No noisy neighbors. Quark Labs' inference runs on Bit Refinery's [private GPU cloud](https://bitrefinery.com/services/private-gpu-cloud) — reserved NVIDIA hardware dedicated entirely to their platform.

### U.S. data sovereignty

Quark Labs' workloads run in Bit Refinery's Tier 3 Denver, Colorado facility — a known U.S. jurisdiction that satisfies the compliance and auditability requirements of regulated customers.

### Predictable economics

Fixed monthly pricing replaces per-token billing and surprise egress fees. Quark Labs' infrastructure costs don't scale unpredictably with customer growth.

### No model-provider telemetry

Quark Labs' platform never sends customer data through a third-party model API. Inference runs on dedicated GPUs with no telemetry pipeline back to a foundation-model vendor.

## The infrastructure powering Quark Labs

Quark Labs' platform runs on Bit Refinery's [private GPU cloud](https://bitrefinery.com/services/private-gpu-cloud) — dedicated NVIDIA GPUs in our Tier 3 Denver data center, single-tenant, no virtualization layer, no third-party model API in the path.

-   NVIDIA [RTX 6000 Ada 48 GB](https://bitrefinery.com/services/private-gpu-cloud) GPUs available today; H100, L40S, A100 and other NVIDIA classes available on request
-   Up to 7 GPUs per pod with NVLink peer-to-peer bridges for high-bandwidth model sharding
-   Single-tenant bare metal — no virtualization overhead, no shared scheduler
-   1 Gbps unlimited bandwidth, zero egress fees, 10 TB included
-   Tier 3 Denver, Colorado data center — biometric access, 24/7 surveillance, redundant power & cooling
-   SOC 2 Type II attested; destroy-on-terminate wipes everything

Application

Quark Labs Platform

Customer-facing AI workflows

Compute

Dedicated NVIDIA GPU(s)

Single-tenant inference hardware

Infrastructure

Bit Refinery Bare Metal

Tier 3 — Denver, CO

> “Quark Labs is exactly the kind of company we built our private GPU infrastructure for. They're serving customers whose data cannot leave a controlled environment, whose compliance teams need to know precisely which physical hardware their workloads ran on, and whose business model can't absorb the variable per-token economics of a hyperscale API.”

Mike George, VP of Operations, Bit Refinery

## Frequently Asked Questions

## Building AI for regulated customers?

Talk to us about private GPU infrastructure that lets you tell your customers exactly where their data lives.

[Visit Quark Labs](https://www.quarklabs.ai/)