TensorWave

TensorWave

Scalable AI cloud computing for PyTorch

Overview

TensorWave provides cloud-based AI computing resources for large-scale workloads, with a focus on PyTorch. It runs on AMD MI300X hardware with a scalable fabric, offering pools of VRAM exceeding 1 petabyte accessible via subscription or pay-as-you-go. It differentiates itself by using AMD-based hardware and a large VRAM pool to offer cost-efficient, scalable compute without customers owning hardware. The goal is to become a leading provider of scalable, high-performance AI cloud infrastructure that enables enterprises and research institutions to train, fine-tune, and deploy large models at predictable, competitive costs.

Funded Recently

About TensorWave

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

Industries

Data & Analytics

Hardware

Enterprise Software

AI & Machine Learning

Company Size

51-200

Company Stage

Series B

Total Funding

$493M

Headquarters

Las Vegas, Nevada

Founded

2023

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Simplify's Take

What believers are saying

  • Next-generation MI355X clusters enable high-throughput inference for expanding enterprise AI use cases.
  • Global infrastructure expansion supports multinational customers needing geographically distributed compute capacity.
  • Revenue above $100 million indicates strong product-market fit and repeatable enterprise demand patterns.

What critics are saying

  • NVIDIA Blackwell and CUDA dominance force TensorWave to compete solely on price, limiting enterprise switching.
  • AMD supply allocation is a hard dependency; shipment or HBM shortages will immediately stall growth.
  • ROCm software gaps versus CUDA increase onboarding time, support burden, and customer churn risk.

What makes TensorWave unique

  • TensorWave is the only AI cloud built exclusively on AMD Instinct GPUs, avoiding NVIDIA monopolies.
  • It offers memory-optimized infrastructure scaling to over 1 Petabyte VRAM for large language model training.
  • The platform uses an open-ecosystem, high-bandwidth design to bypass vertically integrated GPU supply chains.

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Funding

Total Funding

$493M

Above

Industry Average

Funded Over

3 Rounds

Series B funding is typically for startups that have proven their business model and need more funding to expand rapidly—often by entering new markets or adding more products. Investors are usually venture capital firms that specialize in later-stage investments.
Series B Funding Comparison
Above Average

Industry standards

$35M
$45M
Linktree
$65M
Substack
$100M
ClickUp
$350M
TensorWave

Benefits

Stock Options

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

Health Savings Account/Flexible Spending Account

Unlimited Paid Time Off

Flexible Work Hours

Remote Work Options

Paid Vacation

Paid Sick Leave

Paid Holidays

Sabbatical Leave

Hybrid Work Options

401(k) Retirement Plan

401(k) Company Match

Parental Leave

Mental Health Support

Wellness Program

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

3%

2 year growth

13%
Business Wire
Feb 25th, 2026
TensorWave deploys Credo's ZeroFlap cables and optics for AMD-based AI clusters

TensorWave, an AMD-exclusive AI cloud provider, has partnered with Credo Technology to deploy Credo's ZeroFlap Active Electrical Cables and optical transceivers across its next-generation AI cluster infrastructure. The collaboration aims to deliver faster deployment times and higher cluster reliability for AI workloads. Credo's ZeroFlap technology offers 100 million hours mean time between failures and claims reliability 1,000 times better than legacy interconnect solutions. The system integrates with Credo's PILOT telemetry platform for real-time monitoring and fault isolation. TensorWave, which has raised over $166 million from investors including Magnetar, AMD Ventures and Nexus Venture Partners, operates one of the world's largest all-AMD GPU clouds. The partnership supports the company's mission to provide production-grade AI infrastructure for enterprise customers and AI labs.

AMD
Aug 27th, 2025
Your AI Journey, Accelerated: How Enterprise Teams Are Scaling AI From Concept to Impact

At the AMD Advancing AI 2025 event, global innovators including Dell Technologies, Supermicro, Vultr, TensorWave, and AWS shared how they're helping organizations move through each critical phase of AI adoption with open, flexible, and solutions using AMD technology.

WAYA Media
May 15th, 2025
Aramco's Prosperity7 Backs US AI Startup TensorWave in USD 100M Round

Prosperity7, Aramco's VC arm, leads USD 100M Series A funding in US-based AI infrastructure startup TensorWave.

Grit Daily
May 14th, 2025
TensorWave Raises $100M to Build the Future of AI Infrastructure

In a big swing that signals just how hot the AI infrastructure race has become, TensorWave announced a $100 million Series A funding round co-led by Magnetar and AMD Ventures, with participation from Maverick Silicon, Nexus Venture Partners, and new investor Prosperity7.

FinSMEs
May 14th, 2025
TensorWave Raises $100M in Series A Funding

TensorWave, a Las Vegas, NV-based company developing AMD-powered AI infrastructure solutions, raised $100M in Series A funding

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