Transparency in companies, publishing dashboards to everyone to keep everyone updated of the progress and not being able to adjust data can be scary for some people. A BI fail in a large corporation, we often consider faulty process or management to be the reason but it might be due to lack transparency between managers, board members and shareholders. Managers always refer to preferring accuracy over speed, but accuracy takes months to implement so managers tweak the data which makes it useless. Nowadays, new generation managers are politics free and depend on technology and SaaS apps for improvement and speedy delivery of data. They don’t mind sacrificing 100% accuracy to 80% if they can get the job done 5-10 times faster. Read more at :