Bleeding Edge has launched an AI Factory in Querétaro, Mexico, bringing online its neocloud offering.
The company claims it is the first neocloud in Mexico and Latin America based on Nvidia Blackwell technology.
The announcements form part of the same strategy: to build an integrated platform that combines high-density physical infrastructure with accelerated computing services, at a time when the ability to run AI workloads has become one of the industry’s main challenges.
The AI Factory, located on the company’s campus in Querétaro, was designed to support AI model training and inference, autonomous agents, and other applications with high processing demands. At the same time, the neocloud will make it possible to offer this computing capacity as a service to companies specializing in artificial intelligence.
According to Bleeding Edge, the platform’s entire initial capacity has already been contracted by companies dedicated to developing AI solutions.
"We’re seeing unprecedented demand for accelerated computing capacity. The real bottleneck in artificial intelligence is no longer just the software or the models; it’s the availability of infrastructure and computing capacity. Our vision has been to build both components simultaneously: the AI Factories, where the infrastructure operates, and Neocloud, which makes this capacity available to the market,” said Natán Rosengaus, CEO of Bleeding Edge.
Bleeding Edge has adopted an industrialized and modular model aimed at reducing implementation timelines compared to traditional construction approaches. The company explained that its AI Factories were designed to operate in high-power environments, incorporate liquid cooling, and adapt to future generations of artificial intelligence infrastructure.
In addition, the company emphasizes that the project was developed in accordance with Nvidia’s reference architectures for this type of facility, with the goal of facilitating access to state-of-the-art computing capacity for businesses, government agencies, universities, and research centers.
Sergio Rosengaus, co-founder and president of Bleeding Edge, added: “For decades, data centers have been designed to store information and run business applications. AI Factories represent a new category of infrastructure. They are digital factories whose raw materials are energy and accelerated computing, and whose final product is intelligence.”
The neocloud platform incorporates Nvidia Blackwell B300 systems and a software layer developed in-house for automation, observability, monitoring, and resource management, with the goal of optimizing workload performance.
One of the project’s most notable aspects is the vertical integration of the business model. Bleeding Edge not only develops and operates the physical infrastructure hosting the AI systems but also directly markets computing capacity through its neocloud platform, controlling the entire value chain—from facility design to the delivery of computing resources to the end customer.
Bleeding Edge plans to expand both the capacity of its neocloud and its AI Factories in the coming months by incorporating new Nvidia systems and deploying infrastructure in other strategic markets.
This piece was automatically translated from DCD's Spanish site and edited by a member of DCD staff.