Growth in the use of real-time digital information for monitoring has been rapid in developing countries across all the social sectors, and in the health sector has been remarkable. Commonly these Real Time Monitoring (RTM) initiatives involve partnerships between the state, civil society, donors and the private sector. This article proposes the development of an effective learning and action agenda centred on the adoption of common guidance.