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Introduction As in any project, also in Business Intelligence and Data Warehousing projects, a time exists for discovery of what is wanted and/or needed followed by a time for building what results from the requirements. In typical project management best practices, this discovery process is done through a phase called "requirements analysis”.

Introduction: What does the improved integration between Cognos 8.4 BI and TM1 have to offer IBM Cognos TM1 is a relative new addition to the IBM Cognos software stack, following Cognos' acquisition of Applix in 2007, just prior to its own acquisition by IBM. The core TM1 solution is a real-time, interactive multidimensional OLAP database with in-memory and write-back functionalities, and is therefore perfectly suited to support all sorts of Performance Management (PM) applications.

The Background and functionality of Performance Point Server Over the last years, most Business Intelligence software vendors have been gradually extending their BI offerings to include CPM (Corporate Performance Management) related functionalities of Planning, Budgeting, Consolidation, Profitability Management and Scorecarding.

Fast and reliable access to your information is one of the key success factors for any Business Intelligence or Data Warehousing application. Within the technological architecture of SAP BW the multi-dimensional model of InfoCubes has a tremendous impact on performance. A good dimension design optimizes performance in three ways:

Introduction There is no escaping the harsh reality of the current economic climate. The crisis in the financial industry has lead to a worldwide recession or even depression and most macro-economists seem to agree that this will not end until 2010 at the earliest. Furthermore, the effects of this crisis will be felt for many years to come. While some sectors may be impacted more than others, it is clear that few industries or companies will escape its effects.

According to The Data Governance Institute, Data Governance is "The organizational bodies, rules, decision rights, and accountabilities of people and information systems as they perform information-related processes”.