This success isn’t based on standard answers, but on individually trained knowledge tailored precisely to the target groups – private and commercial builders. In close collaboration with Regnauer, the chatbot was optimised through multiple feedback loops: from content depth to tone of voice. A live feedback module rates answers in real time and drives automated improvements – a learning system that becomes more efficient every day.