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Automated Data Testing: The Missing Weapon For System Integrators

Fix Data: How System Integrators Can Ensure Project Success One of the most important lessons learned from our experience prior to DvSum is that data quality is critical to the success of any IT or System project. In fact research shows bad data is the #1 reason projects are delayed, go over budget and fail …

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Key Ingredients Of Successful Data Initiatives – Ingredient 3: Automation

Why? The volume of data owned and managed by the enterprise is growing at an exponential rate. Companies also want their employees to absorb all this additional information and process it at an increasingly faster rate. Businesses want IT to maintain an expanding systems landscape, all while delivering new capabilities quickly and maintaining high Service …

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Key Ingredients Of Successful Data Initiatives – Ingredient 2: Quantification – Make Data Quality a Measurable Metric

Why? We all know the importance of establishing SMART goals. The same applies for data quality initiatives and should be a key feature of your data quality tool. Unless you are able to put a tangible, measurable definition of data quality, it cannot be actioned upon. We all know, however robust a process might be, …

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Key Ingredients Of Successful Data Initiatives – Ingredient 1: Make it a Business Initiative, not an IT Initiative

Introduction You are a project manager or a line of business manager and you realize that data quality has a direct impact on daily processes and your ability to realize business goals. You have rolled up your sleeves and want to implement a data quality (DQ) management process. How do you ensure a successful DQ …

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