An engagement model is a framework, which defines collaboration between client and analytics outsourcing partner in terms of the level of control, responsibility, and a base for further development. By bringing together, the expertise from outside an organisation can innovate and go beyond what their current analytics team can offer. This is a simple model that allows the company to extend the existing in-house staff with workers from an outsourcing partner. It reduces cost and time by taking the required technical and domain expertise from the outsourcing vendor. These data science expertise that the client lacks are provided by the outsourcing vendor on a fixed price time-bound activity.
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