Hosted.ai, a GPU infrastructure software platform, announced it has raised $19 million in seed funding to advance its mission of making AI infrastructure more efficient and cost-effective for service providers, developers, and enterprise users. The round was led by Creandum, with participation from Repeat VC and existing investors including People Ventures, Z21 Ventures, Golden Sparrow, Hersir Ventures, and Tekton.
The company is targeting fundamental inefficiencies in today’s GPU infrastructure market. Unlike traditional cloud computing, GPU resources are typically provisioned as fixed instances based on anticipated peak demand, leading to widespread inefficiencies. This model forces service providers, often referred to as neoclouds, to commit significant upfront capital expenditures while struggling to achieve consistent profitability.
Hosted.ai estimates that AI workloads utilize only about 40 percent of GPU capacity on average, leaving roughly 60 percent idle. This underutilization not only inflates costs for providers and customers but also contributes to limited access to GPU resources, particularly outside major hyperscalers. As AI adoption shifts toward inference workloads requiring low-latency, localized infrastructure, these constraints have become more pronounced.
To address these challenges, Hosted.ai has developed a GPU-as-a-service software stack to optimize the management and consumption of GPU resources. Its platform enables GPU pooling, multi-tenant workload placement, and overcommitment, which the company says can improve utilization by up to 5x. This approach aims to significantly reduce capital requirements, improve operators’ profitability, and lower barriers to entry for regional infrastructure providers.
The company is also developing additional components to expand its ecosystem. These include a GPU resource exchange, referred to as GPU Mesh, which will allow providers to buy and sell excess capacity, as well as Packet.ai, a neocloud offering that generates demand for customer GPU infrastructure. Another component, GPUaaS.com, serves as a marketplace connecting enterprise buyers with providers capable of delivering customized GPU clusters at scale.
Hosted.ai was founded in 2024 by a team with experience in cloud infrastructure and service provider ecosystems, including prior work scaling UK2 Group and building OnApp. The company launched publicly in 2025 and now operates across the United States, EMEA, and Asia-Pacific.
KEY QUOTE:
“The GPU market has a waste problem, not a scarcity problem. We’ve spent 25 years building infrastructure software that makes service providers competitive – and the GPU opportunity is the biggest we’ve seen. This funding lets us move faster: more platform, more partners, more regions. We’re building the operating system for the GPU economy, and this round puts us in a strong position to do exactly that.”
Ditlev Bredahl, CEO Of Hosted.ai
