BlueRun Ventures Leads $4 Million Seed Round for AI Green Computing Startup BreezeML | BlueRun Ventures

Recently, AI green computing company BreezeML announced the completion of a $4 million seed round. The round was led by BlueRun Ventures, with participation from UpHonest Capital, Embark Ventures, and Hat Trick Capital. The proceeds will be used to develop BreezeML's one-click AI deployment and optimization service for public and private clouds, enabling AI companies to access various cloud GPU resources at low cost, effectively and reliably.

Jianping Shi, Investment Partner at BlueRun Ventures, said: "Artificial intelligence is the most anticipated technology for enterprises since cloud computing. It not only improves operational efficiency but also provides the technical foundation for cross-generational experiences and efficiency gains through AI-first products. However, AI model training and inference consume enormous computing resources, requiring companies to invest millions or even hundreds of millions of dollars to maintain and operate AI infrastructure. BreezeML's two founders are computer science professors at top U.S. universities, and the initial results and value of their research commercialization have already been recognized by well-known cloud vendors and other enterprises. BlueRun Ventures is honored to be BreezeML's first-round investor and believes that the world-class products and services the team is building, guided by the vision of democratizing AI value, can realize the dream of making AI accessible to every enterprise."

Founded in April 2022 in Los Angeles, BreezeML was established by co-founders Professor Guoqing Xu of UCLA and Professor Ravi Netravali of Princeton University. Their R&D team has incorporated years of accumulated experience in software systems and cloud computing into BreezeML's products. Through bottom-level resource optimization of the software stack, they dramatically improve data center resource utilization, thereby reducing the cost and technical barriers to AI productization.

This round of funding will be used to enhance core R&D capabilities, expand global business scope, and accelerate deep cooperation with major cloud providers and AI enterprises worldwide. At the same time, BreezeML will increase investment in products and talent, enrich its cloud product portfolio, promote machine learning frameworks based on heterogeneous resources, solidify its industry leadership position, and fulfill its mission of enabling enterprises of all sizes to use AI at low cost and with high efficiency.

According to a 2021 Forbes report, the global AI cloud market has already exceeded $15 billion and is growing at 40% annually. On one hand, as AI applications enter fields such as industrial control, pharmaceuticals, and finance, more small and medium-sized enterprises will need to use AI in the coming five years, inevitably bearing the enormous economic burden that comes with it. On the other hand, global economic downturn, supply chain shortages, and geopolitics-induced computing scarcity mean that neither public cloud providers nor private cloud owners can continue to meet the growing computational demands of AI applications simply by purchasing more computing resources (CPUs or GPUs). BreezeML focuses on "AI green computing" and dramatically improves utilization of existing cloud computing resources through revolutionary updates to the underlying cloud software stack, reducing the cost of AI usage.

Facing this milestone new starting point, BreezeML CEO Professor Guoqing Xu said: "BreezeML builds on decades of research at UCLA and Princeton University, providing AI companies with affordable and reliable cloud solutions through joint optimization of cloud software stacks and AI computing frameworks. In just a few months since its founding, we have already established extensive and deep partnerships with dozens of globally renowned cloud vendors and AI customers. In the coming year, we look forward to building partnerships with over 50 cloud providers, AI platform operators, and SMEs using AI across various sectors, thereby further lowering the barriers and deployment costs of AI adoption."

Going forward, BreezeML will continue to use AI green computing as its vehicle and reducing AI costs as its starting point, making sustained efforts to drive one-click cloud migration and deployment of AI applications, so that cloud providers need not worry about computing scarcity, AI companies need not fret over computational costs, and AI can truly be applied in everyday human life.

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BlueRun Ventures was established in Silicon Valley in 1998. BlueRun Ventures China was founded in 2005 and is a venture capital firm focused on early-stage startups.

Currently, BlueRun Ventures China manages multiple USD and RMB dual-currency funds, with assets under management exceeding RMB 15 billion, making it one of the largest early-stage funds in China. Its investment stage focuses on Pre-A and Series A rounds, covering sectors including hard tech and innovative interaction, enterprise technology, new consumption, and healthcare. It has cumulatively invested in over 150 startups, including Li Auto, Waterdrop, QingCloud, Guazi.com, Qudian, Songguo Chuxing, Ganji.com, Energy Monster, Yuntou Semiconductor, Machenike, CloudSaints Intelligence, Anxin Wangdun, BioMap, and others.

BlueRun Ventures has been ranked #1 on Zero2IPO's "China's Top 30 Early-Stage Investment Institutions," #1 on ChinaVenture's "China's Best Early-Stage Venture Capital Institutions TOP30," and named to Preqin's Top 10 Global VC Fund Managers for Sustained High Returns.

Additionally, BlueRun Ventures has received consecutive annual honors from Forbes China, 36Kr, Cyzone, Caixin Media, CBNweekly, Jiemian, and other media organizations, including "China's Best Early-Stage Institution of the Year," "China's Top Venture Capital Firm," "Most Entrepreneur-Friendly Early-Stage Institution of the Year," and "Most Influential Early-Stage Institution of the Year."