Traditional vendor products and tools often have gaps or inefficiencies that greatly impact the efficiency and effectiveness of data solutions. Once you have the right toolsets the key to successfully implementing them is as follows: Having the right architecture, having experienced skilled resources, apply data standards and data contracts appropriately, setup the right process work flows, and use proven data models. The iOi team is ready to outsource your data lake/warehouse today.