Artificial Intelligence Governance For Businesses

Artificial Intelligence (AI) governance regulates the exercise of authority and control over management AI. It aims at leveraging AI through effective use data minimization AI-related cost risk. While topics such as ethics are thoroughly discussed on a theoretical, philosophical, societal regulatory level, there is limited work targeted to companies corporations. This views products systems, where key functionality delivered by machine learning (ML) models (training) data. We derive conceptual framework synthesizing literature related fields ML. Our decomposes into data, systems along four dimensions. relates existing IT frameworks practices. can be adopted practitioners academics alike. For synthesis mainly research papers, but also practitioner publications bodies provides valuable starting point implement governance, while for paper highlights number areas that deserve more attention.