Co-founder of Katana (katanamrp.com), a commerce inventory platform serving thousands of businesses globally. 16+ years building and scaling SaaS products. Nowadays specializing in Baltic DefenceTech and IntelTech ecosystem. Agentic implementations in these segments are my favourites.