Petuum specializes in generative artificial intelligence and large language models, providing tools and frameworks for organizations to integrate advanced AI and machine learning into their operations. Their platforms, such as CASL and LLM360, allow clients to have complete control over their AI infrastructure, enabling customized and efficient deployment of AI solutions. Unlike many competitors, Petuum offers both proprietary and open-source initiatives, catering to a diverse range of clients from research institutions to large corporations. The company's goal is to foster transparency and trust in AI development, as demonstrated by their open-source models like CrystalCoder and Amber, which support collaborative research. With a strong team of AI experts and significant funding, Petuum aims to push the boundaries of AI research while providing cost-saving solutions for their clients.