Abstract Nowadays, artificial intelligence (AI) systems make predictions in numerous high stakes domains, including credit-risk assessment and medical diagnostics. Consequently, AI increasingly affect humans, yet many state-of-the-art lack transparency thus, deny the individual’s “right to explanation”. As a remedy, researchers practitioners have developed explainable AI, which provides reasoni...