  In the past few years, several large companies have published ethical
principles of Artificial Intelligence (AI). National governments, the European
Commission, and inter-governmental organizations have come up with requirements
to ensure the good use of AI. However, individual organizations that want to
join this effort, are faced with many unsolved questions. This paper proposes
guidelines for organizations committed to the responsible use of AI, but lack
the required knowledge and experience. The guidelines consist of two parts: i)
helping organizations to decide what principles to adopt, and ii) a methodology
for implementing the principles in organizational processes. In case of future
AI regulation, organizations following this approach will be well-prepared.
