The SLAIF project aims to establish the Slovenian AI Factory, which will be tightly coupled with the new Slovenian supercomputer planned for 2027. The Slovenian AI Factory will help create an ecosystem that provides key services for developing and applying artificial intelligence. The comprehensive stack of services to be available within SLAIF will be designed for businesses, research organizations, and the public sector. SLAIF will also offer education in all aspects of AI and supercomputing, consulting, assistance with the development of proof-of-concept solutions and fine-tuning, adapting, or building custom models, easy access to data, and user-friendly software tools. SLAIF will support all fields of science and industry, with a particular focus on the domains of green transition (through advanced technologies in agriculture, energy, and industry), digital transformation (through the development of large language models and services based on them), medicine (through the development of models for faster disease detection and drug discovery), and science (through advanced predictive models and development of new materials).