Tomi outlines their goals for the year, which involve building platforms and tools for accelerating AI development and promoting data-driven recognition. They are part of a machine learning and advanced analytics team in a company called Wärtsilä, which has over 17,000 employees and is known for its heavy machinery for marine and energy markets. Wärtsilä supports and consults all the other businesses in the company, and their work involves applying MLOps principles to the development and deployment of machine learning models. Tomi discusses the evolution of their team's work with amulets and future prospects.