Morgan Stanley relies on Stardog to manage and maintain their global data and operations assets. Their knowledge graph powers an internal IT Portfolio Management System that provides an authoritative view of the whole enterprise and its architecture. Operations specialists can view the associations and roles of all global assets at an enormous scale, with nearly 60,000 employees and 4,000 assets spread over 400 systems.
The single source of truth enables the reporting and identification of downstream effects before equipment outages occur. Further facilitating on-demand risk management, the enterprise infrastructure team can report and analyze the system and infrastructure costs across interconnected technologies and processes. Through dynamic outage analysis, they can confidently identify and quantify potential downstream degradation effects and better prepare for potential asset failures.