Data (Structured, Semi-structured, Unstructured data) are lifeline and backbone of any organization. Data should be independent from applications. Application dependent silo data will cause unnecessary redundancy and eventually it become inconsistency. Although we use quality proven applications and software, processing poor quality of data likes garbage-in will cause garbage-out.