SimMachines specializes in providing explainable artificial intelligence (XAI) solutions and machine learning technologies. The company focuses on delivering transparent, interpretable models that help businesses understand the reasoning behind AI-driven decisions. Their offerings include tools for similarity learning and k-nearest neighbors algorithms, enabling users to derive actionable insights from complex data sets. By prioritizing transparency, SimMachines aims to enhance trust and accountability in AI applications across various industries.