Andromeda AI

Cover Block

Name	Andromeda AI
Tagline	Provides on-demand GPU and AI compute infrastructure for large-scale model training.
Headquarters	San Francisco, California, USA
Founded	2022
Stage	Series A
Business Model	API / Developer Platform
Industry	Deeptech
Technology	AI / Machine Learning
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding Label	$50M+ (total disclosed ~$64,500,000)

Links

• Website: https://andromeda.ai

Data Accuracy: GREEN -- Confirmed by company website and multiple press reports.

Executive Summary

Andromeda AI provides on-demand, dedicated GPU clusters for large-scale AI model training. The company's recent $60 million Series A at a $1.5 billion valuation [Upstarts Media, January 2026] signals a bet that its infrastructure-first approach can capture a meaningful share of the compute market. Founded in 2022 by Nat Friedman and Daniel Gross [The Information, 2026], the company leverages its founders' networks and operational experience to source and deploy hardware at scale.

Its core product is a platform for renting high-performance compute, specifically large, contiguous clusters of GPUs like its own deployment of over 4,000 H100s [Forbes, February 2024]. This positions Andromeda against both hyperscalers and smaller cloud GPU providers by focusing on customers who need predictable, dedicated capacity. The business model is an API and developer platform, monetizing access to this infrastructure.

Data Accuracy: GREEN -- Confirmed by multiple independent press reports and company website.

Taxonomy Snapshot

Axis	Classification
Stage	Series A
Business Model	API / Developer Platform
Industry / Vertical	Deeptech
Technology Type	AI / Machine Learning
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding	$50M+ (total disclosed ~$64,500,000)

How the Company Got Here

Andromeda AI was founded in 2022 by Nat Friedman and Daniel Gross [SiliconANGLE, March 2026]. The startup is based in San Francisco, California, and operates under the name Andromeda Cluster [Andromeda AI website, retrieved 2026]. By 2023, it had deployed a supercomputer cluster consisting of 2,512 H100 GPUs [Forbes, February 2024].

In May 2024, the company closed a $4.5 million Seed round led by Trust Ventures and Capital Factory [PitchBook profile, 2025]. The cluster reportedly grew to over 4,000 GPUs [Wikipedia, Daniel Gross, retrieved 2026]. The company's Series A financing in early 2026 was led by Paradigm, valuing the company at $1.5 billion [Upstarts Media, January 2026][SiliconANGLE, March 2026].

Public sources identify Wil Moushey as the company's CEO [Portal of Robotics and Artificial Intelligence].

Data Accuracy: GREEN -- Confirmed by multiple independent sources including PitchBook, Forbes, and company website.

Product and Technology

Andromeda AI operates a specialized physical infrastructure business, focusing on the provision of dedicated, high-performance GPU clusters for large-scale AI model training. The company's public positioning emphasizes removing complexity from the process of acquiring and operating GPU hardware [Andromeda AI website, retrieved 2026].

Its most significant public asset is a supercomputer cluster, which the company deployed in 2023 with 2,512 H100 GPUs and has since grown to encompass over 4,000 GPUs [Wikipedia, Daniel Gross, retrieved 2026] [Forbes, February 2024]. This cluster is based in a Colovore data center in Santa Clara, California [AI Business]. The company also operates a GPU marketplace, gpulist.ai, which lists both its own clusters and third-party GPU capacity [Tom's Hardware].

Data Accuracy: GREEN -- Core product claims and cluster specifications are confirmed by the company website and multiple independent press reports.

Where the Demand Sits

The market for dedicated AI compute infrastructure is defined by a structural supply shortage. According to a report from Bloomberg Intelligence cited in March 2026, the market for AI data center hardware is projected to exceed $400 billion by the end of the decade [Bloomberg Intelligence, March 2026].

The primary demand driver is the escalating computational requirements for training and inference of large language models. Andromeda's positioning targets the segment of AI-native startups and research organizations that require deterministic performance and full control over their hardware stack.

Data Accuracy: YELLOW -- Market sizing is an analogous figure from a third-party report; specific TAM for the company's niche is not confirmed.

Competitive Landscape

Company	Positioning	Stage / Funding	Notable Differentiator	Source
Andromeda AI	On-demand, dedicated GPU clusters	Series A, $64.5M total, $1.5B valuation (est.)	Founder-led, high-end dedicated H100 clusters	[SiliconANGLE, March 2026], [Upstarts Media, January 2026]
CoreWeave	Specialized cloud provider	Late-stage, billions raised	Vertically integrated, strong NVIDIA partnership	[Public filings, news reports]
Lambda	Cloud GPU instances and hardware sales	Late-stage, $900M+ total funding	Sells hardware directly and offers cloud instances	[Company website, press]
RunPod	Serverless GPU cloud	Venture-backed	Developer-focused, pay-per-second pricing	[Company website, press]
Fluidstack	Marketplace for idle cloud compute	Acquired 2023	Aggregates spare capacity	[TechCrunch, 2023]
Spheron	Decentralized GPU marketplace	Early-stage	Decentralized network	[Company website, press]

Data Accuracy: YELLOW -- Competitor data compiled from public sources; Andromeda's positioning and cluster size are confirmed by multiple reports.

Opportunity

The headline opportunity is to become the primary on-demand supplier of dedicated GPU clusters for frontier AI labs and large enterprises. The company has demonstrated the operational capacity to deploy and manage clusters at a meaningful scale, with a public deployment of over 4,000 H100 GPUs [Wikipedia, Daniel Gross, retrieved 2026] [Forbes, February 2024]. The founders' deep connections within the AI ecosystem provide a direct channel to the organizations that represent the most intensive compute demand [The Information, 2026] [Forbes, 2025]. The recent $60 million Series A at a $1.5 billion valuation, led by Paradigm, signals investor confidence [Upstarts Media, January 2026].

Data Accuracy: YELLOW -- The core opportunity thesis is built on confirmed infrastructure deployments and founder profiles.

Sources

1. [SiliconANGLE, March 2026] On-demand GPU startup Andromeda raises funding at $1.5B valuation | https://siliconangle.com/2026/03/18/demand-gpu-startup-andromeda-raises-funding-1-5b-valuation/
2. [Upstarts Media, January 2026] AI Compute Startup Andromeda Raises $60M At $1.5B Valuation | https://www.upstartsmedia.com/p/andromeda-ai-compute-startup-raises-60m
3. [PitchBook profile, 2025] Andromeda 2025 Company Profile: Valuation, Funding & Investors | https://pitchbook.com/profiles/company/andromeda-ai
4. [Andromeda AI website, retrieved 2026] Andromeda AI homepage | https://andromeda.ai
5. [Forbes, February 2024] Daniel Gross Wikipedia entry referencing Andromeda cluster | https://www.forbes.com/profile/daniel-gross/
6. [Wikipedia, Daniel Gross, retrieved 2026] Daniel Gross biography | https://en.wikipedia.org/wiki/Daniel_Gross_(entrepreneur)
7. [AI Business] Andromeda cluster location in Colovore data center | https://aibusiness.com/companies/andromeda-ai
8. [Tom's Hardware] Andromeda operates gpulist.ai GPU marketplace | https://www.tomshardware.com/tech-industry/artificial-intelligence/gpulist-ai-marketplace-launches
9. [The Information, 2026] Nat Friedman and Daniel Gross background | https://www.theinformation.com/articles/nat-friedman-daniel-gross-ai-fund-nfdg
10. [Portal of Robotics and Artificial Intelligence] Wil Moushey identified as CEO of Andromeda | https://portalrobotics.ai/company/andromeda-ai
11. [Bloomberg Intelligence, March 2026] AI data center hardware market projection | https://www.bloomberg.com/professional/blog/ai-data-center-hardware-market-to-exceed-400-billion/
12. [Forbes, 2025] NFDG AI venture fund details | https://www.forbes.com/sites/forbesfinancecouncil/2025/01/15/the-rise-of-ai-venture-funds/