Prepared by the UNEG Data and AI Working Group this reference document discusses the increasing interest and practice of applying AI in UN evaluations and the rationale for developing a more comprehensive guidance protocol for establishing responsible use of AI for evaluation. It also presents five key ethical principles that underscore the responsible integration of AI in UN evaluation processes.

This document was approved as a UNEG Reference Document at the UNEG Annual General Meeting 2025.