Six Sigma and MDM
Well, I am sure to confuse most of my blog readers, with bringing in two complimentary process driven approaches - Six sigma and Master Data Management (MDM) - together. Here goes, I was interacting with my manager the other day, and he mentioned evolving a six sigma based risk assessment matrix for delivery of an MDM programme. Yes, Six sigma is a great framework to use when an organization aims to add value to their business process. MDM in itself - my opinion - is an enabling capability for business process harmonization and one of the ways to do this is to invoke six sigma thinking.
Six sigma helps using Voice of customer (end customers) and then having a process focused delivery model in achieving value, through various releases in MDM. Black belt process owners, are associated to the CXO's to understand critical pain points existing in their industry across Customer, Company, Colleagues and Community. I am truly inspired by the Six sigma quality process, through my association with multi clients, Six sigma with its Failure Modes and Effect Analysis (FMEA) truly helps articulating failure points in a data driven MDM implementation. An MDM implementation helps creating value built around centralization of an organization core asset, the "Information".
During my consulting assignment with a Telco major, the e-ToM process was used extensively to show case value being articulated with customer as the central focus area. This level of customer focus is predominant in telecommunication, retail and banking industry but other industries are trying to catch up.
Any organization trying to create business process should not just map "existing back office operations" an articulate these as "best of breed" business process. Additionally automation would not help resolve process bottlenecks, if the core customer business process built around MDM, is manual in nature. I.e. unless the process team takes an effort to reduce manual intervention, the MDM solution is not a silver bullet for resolving non value adding sub processes.
Six sigma is a starting point, by understanding Voice of customer metrics. E.g. for a commercial banking, should we allow "power of attorney holders" representing high value customer, to proxy on their behalf and operate a treasury account? Should it not be ideal to track enterprise level customer data services, as utility services that can be measured and charged back for consumption by business users? Should existing cloud investment utilize master data management solution, for processing regulatory needs rather than physically sharing customer data outside the organization DMZ? So many question, if yes, a tinge of six sigma for MDM implementation authored by Anantharam Subramanian would be a go to reference guide for fellow MDM practitioners



Comments
Hi Asok, BTW, 6s can be applied anywhere; MDM being no exception. There is sure synergy, but unless the six signa DMAIC or process capability and stability or not measured and redefined,it is not of much use, and there is little if any hint of elaborate measurements,bennchmarking that goes with six sigma in your article.
Posted by: Vipin | July 18, 2010 10:55 AM
Hi Vipin,
Thanks for your comment. I agree that Six sigma methodologies can be applied in any area. I agree that we should start an MDM niche programme, e.g. a loyalty management programme, where a fully fledged measurement of business value is articulated. As stated, in my blog, we have evaluated a risk measurement templates modeled around six sigma processes, which is what we aim to access across similar MDM programs.
Let see one of the future blog, will cover this area.
Thanks
Jairaj
Posted by: Jairaj | July 21, 2010 8:45 AM