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PurposeOver the years, several business process management maturity models (BPM-MMs) have been proposed. Despite great advances, some issues concerning the effectiveness of their practical functionality still need to be addressed. These are related to three important aspects of BPM maturity assessment and improvement: their mechanisms for evaluating maturity (clarity, availability and accuracy), their flexibility (compliance) and their structure (path to maturity). The main goal with this article is to address such issues by introducing a new concept to evaluate and improve BPM maturity.Design/methodology/approachThe authors proceed in accordance with a design science research (DSR) integrating multi-criteria decision-making (MCDM) with intuitionistic fuzzy sets (IFSs).FindingsThe authors' proposal provides a practical BPM maturity framework and its assessment procedure to support organizations to determine and improve their initiatives appropriately, which means that it fully or partially addresses all the issues raised. To demonstrate the applicability of this framework, a real application was conducted, and a parallel between existing BPM-MMs is presented to emphasize its advances.Originality/valueIt is the first time that the MCDM approach has been used to support BPM maturity assessment. This approach not only takes into account the uncertainties and subjectivities inherent to this type of decision problem but also allows it to be treated quantitatively, thus making it possible to obtain more accurate results even with less experienced teams.