This talk presents some use cases from both public sector and private companies where KNOWAGE, the open source analytics and business intelligence suite made in Italy, enabled a deeper understanding of ongoing phenomena and allowed reaching data-driven decisions. For each project, the speaker will highlight goals and initial requirements, the open source stack exploited, the values brought by the solution and the benefits gained through open source.