Brief overview of the tool and its importance in contemporary research: The Academic Bias Analyzer is a tool designed to help researchers recognize and mitigate the biases their work may inadvertently propagate. In an ever-more open and complex world, engaging with a variety of epistemological systems is essential for producing knowledge that is both scientifically rigorous and inclusive.