One of the main features missing in SharePoint Online is advanced Business Intelligence solutions. SharePoint On Premises has Performance Point Services but in the cloud you have to use Excel and Visio services or KPI lists/web parts to create BI solutions. This is all about to change I recently signed up for the Office 365 Power

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Office 365 Power BI – An overview from and end-user perspective part 1