Foundry

Foundry

Self-serve GPU cloud for ML

Overview

Foundry provides a self-serve cloud platform for machine learning research and infrastructure teams to access NVIDIA GPUs on demand. Users can spin up short-term GPU instances for model development and experimentation, designed for burst compute so resources can scale quickly as needed. Pricing is market-based and updated weekly, allowing teams to access GPU power at competitive rates. Compared to traditional fixed-asset or long-term cloud contracts, Foundry emphasizes flexible, on-demand GPU capacity and real-time pricing to support demanding ML infrastructure needs. The goal is to give ML teams fast, scalable, and cost-conscious access to GPU compute for development and experimentation.

About Foundry

Simplify's Rating
Why Foundry is rated
C
Rated C on Competitive Edge
Rated B on Growth Potential
Rated D+ on Differentiation

Industries

Data & Analytics

Hardware

Enterprise Software

AI & Machine Learning

Company Size

11-50

Company Stage

Series A

Total Funding

$80M

Headquarters

Palo Alto, California

Founded

2022

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Simplify's Take

What believers are saying

  • Nebius partnership expanded regions and reserved capacity for experimentation, training, and production inference.
  • Foundry's hiring in 2026 included SRE, product, and first sales-engineer roles, signaling growth.
  • 550% preview growth reported in August 2025 suggests real demand for burst AI compute.

What critics are saying

  • Mithril's August 2025 rebrand from Foundry confuses employers, customers, and market awareness.
  • Nebius supply remains external; any pricing or capacity squeeze instantly hits Mithril's margins.
  • AWS, Azure AI Foundry, and CoreWeave compress differentiation, risking commoditization by 2026.

What makes Foundry unique

  • Foundry, now Mithril, offers self-serve burst GPU cloud across Nvidia H100, H200, Blackwell.
  • Nebius integration added eu-north1, eu-central1, eu-west1 access through the Foundry Console in July 2025.
  • Seed and Series A backing from Sequoia, Lightspeed, and M12 signaled elite investor validation.

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Funding

Total Funding

$80M

Above

Industry Average

Funded Over

2 Rounds

Notable Investors:
Series A funding typically happens when a startup has a product and some customers, and now needs funding to scale. This money is usually used to grow the team, expand marketing, and improve the product. Venture capital firms are frequently the main investors here.
Series A Funding Comparison
Above Average

Industry standards

$15M
$8.2M
Discord
$15M
Canva
$30M
Kalshi
$60M
Foundry

Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Retirement Plan

401(k) Company Match

Paid Vacation

Growth & Insights and Company News

Headcount

6 month growth

-5%

1 year growth

0%

2 year growth

0%
Foundry
Jul 8th, 2025
Access Nebius through Foundry Cloud Platform

In addition to new compute types, Mlfoundry is working on additional technical integrations with Nebius to make it even easier for Foundry customers to provision exactly the compute they need.

Business Wire
Mar 22nd, 2024
Foundry Raises $80 Million in Seed and Series A Funding to Build a New Breed of Public Cloud

Today, Foundry, a new breed of public cloud for AI/ML workloads, announced $80M in seed and Series A funding to orchestrate the world’s compute capaci

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