We define business problem and need to ‘translated’ it to data scientists in AI terms to select the right AI technique to solve the problem cleanly and efficiently with data analytics. Furthermore, some proven methods for evaluating the performance of AI models and validating the Use Case and ROI of the solution ‘on-the-job’ are delivered into capsule