On-Demand Webcast:
Data Quality Improvement and Management:
Common Data Quality Issues, Causes and Solutions

Data quality is often a concern for IT organizations considering IT Financial Transparency. But pristine data is not required, and cost transparency initiatives can actually help improve data quality. There are three types of data:

• Financial Data, such as compensation, software maintenance and depreciation and project expenses
• Consumption Data, such as storage, servers, telecom and labor expenses
• Modeling & Organizational Data, such as HR hierarchy, rates modeling and cost centers

This webinar delves into the problems, causes and solutions of data quality issues in these areas. Technology solutions can address these data quality needs. Two case studies are presented where IT organizations used Apptio's IT Service Costing and Bill of IT to isolate and correct exception data, non-billed costs and defect volumes.

This is the eighth webinar in the 2011 series, "Understanding and Leveraging IT Financial Transparency to Improve Business Alignment." Join experts from SteelGlass Consulting, leaders in IT transparency professional services, for this complimentary educational webinar series brought to you by Apptio.