This case is about great cooperation between people from the sales industry and software development engineers. The idea was to create the software that can fetch historical deals from various CRM systems and based on standard financial metrics (deal start date, end date, value, sales rep, etc.) predict new deals lifecycle. It was an interesting journey of financial analytic transformation and machine learning algorithms.
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