Xcout Intel
Torch.ai competitors & alternatives
The 12 closest competitors and alternatives to Torch.ai — ranked by similarity to what Torch.ai actually does, not by market-cap band.
Subscribe to see Torch.ai’s full profile → the full roster, investors in every round, weekly hiring history and every corporate event
About Torch.ai
Torch.AI is a data infrastructure and artificial intelligence company headquartered in Leawood, Kansas, with additional offices in Washington, DC. The company designs and deploys mission-ready data orchestration software that automates mundane tasks and processes complex data for enterprises and government missions.
Torch.ai at a glance
Torch.ai is a company headquartered in United States. Its most recent funding round, Seed, raised $100M in January 2026.
Torch.ai funding rounds
Every round on record:
| Date | Round | Amount | Investors |
|---|---|---|---|
| Seed | $100M | — | |
| — | $30M | 2 named |
Who invested in each round, lead investors, valuations and the co-investor graph — open the full funding history →
Top 12 Torch.ai competitors
Ranked by semantic similarity — how close each company is to Torch.ai by what it does, using Xcout's live company graph. Click any company for its full profile, or its competitor set.
AI/ML
Thread AI provides an AI orchestration infrastructure platform called Lemma, which helps Fortune 500 companies and public sector agencies build, deploy, and govern production-ready AI agents and workflows. The platform serves regulated industries by automating mission-critical business processes while offering control, traceability, and reliability features such as audit trails, human-in-the-loop oversight, and security compliance.
Semiconductors
Lemurian Labs develops Tachyon, a software stack designed to run artificial intelligence workloads across any hardware and cloud infrastructure without requiring hardware-specific kernels. The company serves AI researchers, startups, and enterprises by eliminating hardware lock-in, improving productivity, and matching or exceeding the performance of hand-optimized kernels.
Close match by what they do
OrchestrateX, Inc. is an enterprise artificial intelligence infrastructure company headquartered in the United States and incorporated under the laws of the State of Delaware. The company provides runtime governance solutions tailored for AI applications.
AI/ML
Union.ai is a privately held MLOps company founded in 2021 with headquarters in Bellevue and Seattle, Washington. It offers an AI runtime platform that runs entirely within the customer's cloud infrastructure to ensure that sensitive user data never leaves their environment.
Production Systems
Thoras.ai is an artificial intelligence startup that serves as an AI-native operator for cloud infrastructure. The company utilizes adaptive AI to optimize Kubernetes environments, manage compute scaling, predict demand, and eliminate cloud waste safely. It maintains a compact team with reported footprints in regions including Reston, Virginia and San Francisco, California.
AI/ML
Prime Artificial Intelligence, Inc. is an Austin, Texas-based developer of artificial intelligence platforms and data infrastructure. The company specializes in data science, machine learning applications, and professional services designed to help organizations prepare enterprise data and improve operational efficiency.
Data & AI Infrastructure
Mage Technologies provides an AI-powered data workflows and pipeline orchestration platform designed for data teams and enterprises. The software automates data integration, transformation, and monitoring, turning raw executions into reliable context for analytics, automation, and AI agents.
Artificial Intelligence
Mantium is a software development company founded in 2021 that provides tools and solutions for the AI pipeline. It is headquartered in New Albany, Ohio.
AI/ML
Scale AI is an American artificial intelligence infrastructure and software company based in San Francisco, California. The firm provides data annotation, curation, and developer tools to accelerate the development of AI models.
Close match by what they do
D8taOps Inc. is a company that helps enterprises in regulated industries operationalize artificial intelligence through governed data solutions. Based in Beaverton, Oregon, the firm provides data engineering services and tools to manage and secure data workflows.
Artificial Intelligence
VESSL AI is a software development company headquartered in San Francisco, California. It provides an AI cloud and orchestration layer designed to help teams easily deploy and manage machine learning models.
Analyze another company
Search any company we track to see its competitive set.
Or describe a company
Paste a short paragraph describing a company or product — we'll find the most similar companies we track, scored 1–100.
See the full profile of Torch.ai and its market
Funding, investors, tech stack, hiring signals, leadership and corporate events — for Torch.aiand every competitor above — in one live dashboard.
Subscribe to Xcout Intel →