I
Inferact
Open-source inference engine for scaling AI models cheaper and faster
About Inferact
Inferact is an artificial intelligence infrastructure company founded by the creators and core maintainers of vLLM, the world's most widely adopted open-source large language model inference engine. Originating from UC Berkeley's Sky Computing Lab in 2023, vLLM has grown to become the de facto standard for deploying AI models at scale, with over 60,000 GitHub stars, a global community of 2,000+ contributors, and adoption by major technology companies including Meta, Google, Character.AI, Amazon, and the broader AI industry. vLLM addresses a fundamental problem: as large language models have grown exponentially in size and capability, running them efficiently in production has become a critical bottleneck. The company's core innovation, PagedAttention, dynamically optimizes GPU memory allocation, enabling significant reductions in inference costs and latency while maintaining model quality—allowing enterprises to serve more users on fewer servers.
Read full description
Inferact's dual mission combines open-source stewardship with commercial innovation. The company commits to maintaining vLLM as an independent, vendor-neutral project under the PyTorch Foundation governance, continuously advancing the engine with support for emerging model architectures (mixture-of-experts, multimodal, agentic AI), expanding hardware coverage (NVIDIA, AMD, Google TPU, AWS Neuron, Intel, and custom accelerators), and pushing performance boundaries through distributed inference, speculative decoding, and disaggregated serving. Simultaneously, Inferact is building a commercial platform—a managed inference service that abstracts away operational complexity. This enterprise offering provides serverless model deployment, observability and monitoring, troubleshooting tools, disaster recovery, and multi-tenant scaling on Kubernetes, enabling engineering teams to focus on AI applications rather than infrastructure.
The company's positioning at the intersection of model providers, hardware vendors, and enterprises creates a unique ecosystem advantage: deep technical relationships with both sides of the AI stack, the ability to influence industry standards, and a user base that depends on vLLM's performance and reliability. Inferact's founding team—including CEO Simon Mo (PhD student and original vLLM creator), co-founders Woosuk Kwon, Kaichao You, Roger Wang, Joseph Gonzalez (UC Berkeley faculty), and Ion Stoica (Databricks co-founder and Sky Computing Lab director)—brings 15+ years of collective experience building infrastructure companies that transformed entire technology sectors, particularly Apache Spark and Ray from research projects into industry standards. Backed by $150 million in seed funding from Andreessen Horowitz, Lightspeed, Sequoia, and other leading investors at an $800 million valuation, Inferact is positioned to accelerate the shift from inference as a research problem to inference as a solved, commoditized, and profitable operating layer of the AI stack.
At a glance
- Status
- Operational
- Founded
- 2025
- Headquarters
- San Francisco, United States
- Employees
- 28
- Open positions
- 7
- Dealroom signal
- 91.2/100
- Sector
- AI, Open Source, Core AI, Spinout, AI Security, Generative AI, MLops, AI Computing Infrastructure, AI Model Deployment and Monitoring
- Technology
- Artificial Intelligence, Deep Tech, Machine Learning, Deep Learning
- Business model
- SaaS
- Client focus
- b2b
Knowledge graph
More headlines
Funding history
Company financing events and reported valuations.
| Deal type | Date | Amount | Valuation | Investors | Source |
|---|---|---|---|---|---|
| SEEDOther financing | Jan 2026 | $150M | $800M | Redpoint · ZhenFund · Altimeter Capital · The House Fund | ↗ |
| SPINOUTOther financing | Nov 2025 | $0 | — | UC Berkeley, College of Engineering · UC Berkeley Chancellor's Fund | — |
Growth signals
Latest recorded traffic for Inferact is 9.9K monthly website visits, up 13.8% over the last three months.
Open positions
Similar companies
Company identity and context are open; selected comparison metrics preview what is available on the platform.
| Company | Headquarters | Status | Employees | Total funding | Valuation |
|---|---|---|---|---|---|
Virtue AIAI-native security and compliance platform for enterprises |
San Francisco, United States | Acquired | 32 | $30M | $90M |
TogetherCloud infrastructure for developers and enterprises to train, fine-tune and run AI models |
Menlo Park, United States | Operational | |||
HumanloopEnterprise platform for large language model evaluation |
Cambridge, United Kingdom | Acquired | |||
Mithril SecurityOpen-source tools for confidential AI deployment |
Paris, France | Acquired | |||
Run:AIAI workload management and GPU orchestration software |
Tel Aviv-Yafo, Israel | Acquired | |||
SuperAnnotate AIHuman data platform for AI model development. |
San Francisco, United States | Operational | |||
AnyscaleProvides an application development platform for developers to build distributed applications |
San Francisco, United States | Acquired | |||
HopsworksReal-time AI Lakehouse with Python-centric feature store |
Stockholms kommun, Sweden | Operational |
Investments and acquisitions
Recent portfolio relationships for companies that also act as investors or acquirers.
Investors
From Dealroom's funding and investor records, grouped by the round each investor first entered.
Seed11 investors entered at this stage
Lightspeed Venture Partners
Andreessen Horowitz
Redpoint
ZhenFund
Altimeter Capital
The House Fund
Databricks Ventures
Sequoia- GIGC&H Investments
Laude Ventures
Striker Venture Partners
Other known investors2 additional known investors
- UFUC Berkeley Chancellor's Fund
UC Berkeley, College of Engineering
Source: Dealroom Talent Intelligence.
Global footprint
team presence
Market sentiment
An AI-synthesised read of the highest-engagement posts about Inferact on X, ranked by likes and reposts, corporate channels excluded.
Reading the room on X — pulling top posts and synthesizing themes…
Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour
See Inferact’s full profile on Dealroom
Request a free trial to see the complete deal history, financials, people graph and growth signals.
Takes under a minute. Already use Dealroom? Log in.







