Even though the practice of integrating evaluative features into software has long been applied in commercially available software, it is still underrepresented in the Information Systems (IS) community. This paper presents a framework for embedded evaluation support. We are aware of the challenges of evaluation of socio-technical systems and take this issue into consideration in our framework. Our framework is the result of conceptualizations drawing from the evaluation discourse discussion on the topics of artifact evaluation in DSR. We also demonstrate our ideas through two examples of embedded evaluation support mechanisms designed and used in a DSR project in the Swedish healthcare sector. © Springer International Publishing AG, part of Springer Nature 2018.