With over 20 years of experience in marketing, technology, and social impact, I am a data-driven entrepreneur who empowers AI with accurate and insightful data. As the founder of OUTFORZ DATA, I lead a team of data experts who provide high-quality data solutions for AI projects across various industries and domains. I also founded CMS Group, a group of marketing communications and technology companies with a HQ in Kyiv.