systems, aiming to integrate various software development tasks under a single cohesive umbrella. With a significant grant of €678,000 from Business Finland, the team works diligently towards commercializing this innovative AI-based information system technology. One of the most pressing challenges in current information systems projects is the massive amount of routine programming involved, which can be overwhelming to manage. Additionally, creating fully-functional systems from scratch using modern programming languages often presents further difficulties. Many organizations end up expanding or modifying outdated systems