Data Solutions

About Expedien

Expedien's Data Strategy Services Unlock the Business Value in Your Data

  • We focus exclusively on Business Intelligence(BI), Big Data(BD) Analytics and Enterprise Data Management (EDM) services.
  • Our Business Value(BV) methodologies BV-EDM™, BV-BI™ and BV-BD™ methodologies align your data strategy with your business goals.
  • Our approach is business centric, tool agnostic and business process oriented.
  • Data Quality is a MUST consideration before moving to In Memory database solution such as HANA

    HANA’s sweet spot is high performance reports and analytics from operational data. We know that not all data from every operational system is squeaky clean from the start. The reality is quite the contrary. This issue becomes all the more complex as we merge more than one source system. HANA accepts data from SAP as well as non-SAP legacy systems and data quality needs to be considered and planned well in advance. It also becomes more complex as we uncover different systems with different ID’s for the same master data, or the same ID’s for different master data. By simply replicating all the data from an ERP, and other operational, systems, we will be replicating any data quality issues of these legacy and ERP systems into HANA. Also, if HANA is simply deployed as a technology solution, then it may turn out to be a very expensive investment. However, if IT works with the business owners of the data to identify critical, real-time business needs, then HANA has the potential to become an informatics asset like no other past technology.

    Correcting the data at the source system may not be a practical or perfect solution for all organizations having disparate systems. While correcting data issues in the source system may eradicate some of the problems, the time and complexity factor of making changes in any source system are all too familiar to the data warehouse world. That is the reason we have “Cleansing and Transform” as part of the ETL sequence in BI. At the same time, it is critical to realize that HANA may not turn out to be the preferred application for resolving data quality issues since it leverages the columnar centric data store approach, which is not ideally suited for data transformations or corrections. Its sole purpose is performance. A possible scenario might be to leverage the use of a data staging area and an intermediary point to resolve data quality issues and then push the data into HANA for performance.

    Expedien exclusively focuses on enterprise data management solutions. We eliminate risks associated with poor data quality, unlocking and maximizing the Business Value of your Data. Expedien has the solutions, the methodology and the experts that deliver 100% success for your enterprise data management projects from Data Quality Assessment to Data Migration to Data Optimization. We can also set up a Data Governance plan to meet your business goals.

    The first step is to measure the quality of your data in its AS IS state. Our Data Quality Assessment™ evaluates the “well-being” of your master data. Data Quality Assessment helps you uncover the data issues and enables you to identify how your data is compromising your business processes, your bottom line and your goals.

    For a demo on Data Quality and/or experiencing HANA with your data, please contact us today at