Having data flowing from multiple sources is something necessary nowadays. Yet, if no specific standards are set and restrictive rules, things can backfire really bad. Huge amount of duplicate records, inconsistency in data format, missing or wrong key information about records, unknown sources, chaotic imports and data sync…nightmare. All these leads to poor sales process, lack of visibility over success, and revenue losses.