The person with the CIO job has a problem on their hands. 

The world has  changed and a new breed of technology has rolled into the IT department:  artificial intelligence (AI).  The entire company is getting excited about the importance of  information technology and the possibilities that AI can bring to the  company: processing of large volumes of data, accurate forecasts, and  improved automation. However, the person in the CIO position knows that they actually have a bit of a problem on their hands: AI systems are only as good as the data that you feed to them. 

It turns out that most of us have a lot of “dirty data”.