The Henshin & Hate Speech project introduces a pioneering web-based application designed to detect and transform hate speech in speeches from the Turkish Parliament into constructive communication. Utilizing advanced AI techniques, including pose and sound detection, this application offers a novel approach to real-time public engagement, aiming to foster a more positive and inclusive political discourse. By integrating dynamic speech modification with user interaction, the project aligns with the burgeoning field of digital humanities and AI ethics, promoting the responsible use of technology in public discourse.