Lucebox

Seed · AI & Machine Learning · Milan, Italy · Founded 2025 · 1–10 employees

Lucebox designs integrated hardware and software solutions dedicated to running local artificial intelligence inference. Operating under corporate entity AGMI AI, Inc., the startup builds plug-and-play desktop workstations like the Lucebox Zero 495 alongside an open-source inference engine. Its custom software stack leverages specialized CUDA and HIP kernels, speculative decoding, and memory orchestration to execute open-source large language models locally on consumer GPUs. The platform aims to eliminate ongoing cloud token costs while keeping sensitive data completely private on local machines. Supported by top accelerators and investors, the team is actively expanding its hardware footprint in the local AI space.

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