Modern language models enable secure, real-time AI on local devices for various industries like automative, robotics or healthcare. The goal of DSgenAI is to build a complete pipeline spanning specialized data curation, base model pre-training, and task-oriented optimization that delivers lean, domain-specific models for industry-relevant tasks and demonstrates their value in deployable prototypes.