“Data-Driven Thinking” is written by members of the media community and contains fresh ideas on the digital revolution in media. Today’s column is written by Alan Chapell, president at Chapell & Associates. Until very recently, most ad tech companies based their entire privacy programs on the notion that they don’t collect personal data. As noted