Uptime Industries Launches Compact AI Device for On-Premise AI Workloads

Uptime Industries is pioneering a new approach to AI deployment with its innovative handheld device, Lemony AI. Roughly the size of a sandwich, this compact device enables organizations to run large language models (LLMs), AI agents, and workflows locally on a single node, consuming only 65 watts of power—comparable to charging a laptop.

What makes Lemony AI stand out is its ability to be stacked and networked, forming scalable AI clusters tailored to enterprise needs. Each node supports LLMs with up to 75 billion parameters and can run a variety of open-source or adapted closed models. This flexibility allows different nodes within a cluster to operate distinct models simultaneously.

The concept originated from a side project by Uptime’s co-founders, Sascha Buehrle and Ivan Kuleshov, who experimented with distributing language models on Raspberry Pi microcomputers. Their breakthrough came when they realized that running AI models on local devices could unlock broader adoption, especially for enterprises wary of cloud-based AI due to privacy and compliance concerns.

Buehrle emphasizes that Lemony AI is designed to be small and accessible, enabling business teams to deploy generative AI without requiring organization-wide decisions. This on-premise solution ensures that all data—documents, emails, files—remains securely within the device, addressing stringent regulatory requirements in sectors like finance, healthcare, and law.

Uptime’s strategic partnerships with IBM and JetBrains facilitate seamless access to a broad range of AI models, including IBM’s proprietary offerings. This collaboration enhances the device’s versatility and appeal to enterprises seeking robust, private AI capabilities.

Having raised $2 million in seed funding led by True Ventures, Uptime plans to expand Lemony AI’s software, Lemony OS, to support other hardware platforms like Nvidia DGX Spark. Additionally, the company aims to evolve from single-user setups to multi-user environments, broadening its applicability for collaborative enterprise teams.

Priced at $499 per month for up to five users, Lemony AI offers an affordable, scalable, and privacy-first alternative to cloud-based AI services. Its design philosophy aligns with the growing demand for localized AI solutions that empower enterprises to innovate securely and efficiently.

Why On-Premise AI Matters

In an era where data privacy and regulatory compliance are paramount, on-premise AI solutions like Lemony AI offer a compelling alternative to cloud-dependent models. Enterprises in regulated industries often face barriers to adopting AI due to concerns over data sovereignty and security. By keeping AI workloads local, organizations can maintain control over sensitive information while still leveraging cutting-edge AI capabilities.

Moreover, the modular nature of Lemony AI’s design means companies can start small and scale their AI infrastructure organically, adding nodes as their needs grow. This flexibility reduces upfront costs and complexity, making AI more accessible to teams that might otherwise be deterred by large-scale deployments.

The Road Ahead for Uptime Industries

With its initial seed funding secured, Uptime Industries is poised to refine its hardware and software offerings. Expanding Lemony OS compatibility to other AI hardware platforms will broaden its market reach, while enhancing multi-user capabilities will support collaborative workflows essential for enterprise adoption.

Uptime’s vision of democratizing AI through compact, privacy-focused devices challenges the assumption that powerful AI requires massive cloud infrastructure. It’s a bold bet on decentralization that could reshape how businesses approach AI integration, especially in sectors where data control is non-negotiable.