Market Driven Data Quality (Data Darwinism)
A contrarian idea to improve data quality; let "market forces" like peer pressure, earn-in, and competitive prioritization encourage data owners to do their own quality monitoring.
Bootstrap Market Research: Master Data Management (Results)
As previously noted, I've been doing a lot of discussion and data crunching around "Master Data Management" lately - so I've "bootstrapped" a little market research project. It's still a work in process - responses are trickling in - but I thought I might take some time to summarize what I am hearing to date. A document is available for download here ... the super summary follows below. Survey Methodology Please note: I am obviously not a professional market research…
Bootstrap Market Research: Master Data Management (What, Who, How)
I've been asked a lot of questions about "Master Data Management" over the past few weeks - what does it mean, who does it, and what are some tools and metrics that organizations are using to reign in this important aspect of ERP and analytics systems. I started reaching out to the folks in my professional network with some results, but I thought I might be able to leverage LinkedIn and Twitter to get input from far and wide. This…
Who owns Master Data in your company?
I've had to respond to this question, inside and outside of the company, in a number of different conversations over the past few days. It's interesting, because this is one of those conversations where semantics mean a lot - what people say is just as important as what people don't say. I only mean that people assume their listeners have precisely the same understanding of the concepts - which is often a mistake. Case in point - who owns the…
News for Wombats: Taming Unreasonable Requirements
I've heard from a couple of friends about some "classic" project requests - dilemmas they have recently faced. These unreasonable requests can be turned into something achievable and, potentially, more relevant / meaningful to the requestor, by approaching the problem from a different direction. Request for Data: the Analytics Project Classic scenario #1 arrives courtesy of the external Experts, analytic genii (sic) promising to reveal secrets of profitability and sources of revenue buried deep within our data sets. Their "simple…