Alkymi is a United States-based software company founded in 2017, specializing in business intelligence and information technology services. With a workforce of 11 to 50 employees, the company focuses on integrating artificial intelligence into business operations, particularly within the financial services sector. Alkymi's published documents emphasize the importance of developing realistic expectations regarding AI capabilities, especially in light of recent advancements such as generative AI and large language models. Their guides provide insights into how firms can effectively implement AI strategies, automate contract management, and enhance operational efficiency by identifying key data points and compliance risks. The company also explores specific use cases for large language models in finance, highlighting their potential to streamline processes and improve decision-making. Through these resources, Alkymi aims to assist organizations in navigating the complexities of AI integration and maximizing its benefits while managing expectations and understanding the limitations of current technologies.