MDM Can Challenge Traditional Development Paradigms

March 30, 2010
How Dare You Challenge My Paradigm mug (via

I’ve been making the point in the past several years that master data management (MDM) development projects are different, and are accompanied by unique challenges. Because of the “newness” of MDM and its unique value proposition, MDM development can challenge traditional IT development assumptions.

MDM is very much a transactional processing system; it receives application requests, processes them, and returns a result.  The complexities of transaction management, near real-time processing, and the details associated security, logging, and application interfaces are a handful.  Most OLTP applications assume that the provided data is usable; if the data is unacceptable, the application simply returns an error.  Most OLTP developers are accustomed to addressing these types of functional requirements.  Dealing with imperfect data has traditionally been unacceptable because it slowed down processing; ignoring it or returning an error was a best practice.

The difference about MDM development is the focus on data content (and value-based) processing.  The whole purpose MDM is to deal with all data