As intelligent systems grow to be increasingly integrated into our lives, maintaining oversight is vital . Machine Learning accountability isn’t about preventing innovation; instead, it's about building a collaborative approach. We view it as your trusted facilitator—a robust framework created to assist responsible construction and usage of the