Alexandra Miehlbradt (Aly) has worked in inclusive private sector development for over 30 years as an implementer, consultant, researcher and trainer. She has been involved in market systems development since the approach emerged in the early 2000s and has made important contributions to both theory and practice, particularly related to business service markets, inclusion, results measurement and adaptive management. Aly is a leader in the global effort to improve monitoring and results measurement and the effective use of information in PSD. She has helped a wide-variety of organizations develop strategies, design interventions, monitor results and integrate lessons into program improvements. Aly has written a variety of widely used publications on market systems development and on results measurement with an emphasis on system change and adaptive management. Aly is known for her client-centered technical assistance, backstopping, design, documentation, review and strategic advisory services, as well as effective knowledge management, training and facilitation. She opened Miehlbradt Consulting Ltd in 2008 building on 10 previous years of independent consulting.