Unconventional AI develops custom hardware architecture solutions designed to optimize energy efficiency in artificial intelligence model training and deployment. The company addresses critical industry challenges around computational power consumption and operational costs that traditional hardware faces when running AI workloads. By focusing on purpose-built architectures rather than general-purpose processors, Unconventional AI positions itself to serve organizations seeking to reduce their AI infrastructure expenses while maintaining performance standards. The company currently concentrates on refining its hardware designs and establishing partnerships with enterprises looking to scale AI operations more sustainably and cost-effectively across various deployment scenarios.