According to Gartner (2017), more than half of analytics projects fail because they are not completed within budget or time, or fail to deliver agreed upon features or benefits when it started. It is important for organizations to understand that Big data analytics is not simply implementation of an IT system but a journey of a data-driven decision making culture in the organization that encompasses data from siloed systems within and outside the organization and data mindset among people resources.

Team Business Brio walks closely with the stakeholders in companies to understand business priorities, data sources (data completeness and inadequacies),alignment of data with business problem and then scopes out the project along with schedule. The business problem is translated into a data problem and the right resources and method are applied – visualization, hypothesis, machine learning algorithm or AI technique. The outcomes are then demonstrated and implemented based on client requirement – as a periodic report or an intelligent system.