1. Mr. Alvis, the director of Match Lighting, has found himself with sorts of emails including customer complaints about incorrect order deliveries, periodic reports on products, stock, and sales, and supplier-related communication. If you were hired as the information manager at Match lighting, which information management roles would creat part of your information governance efforts? Clearly explain the associated responsibility for each role.

Q2. An employee at Amy's candles has noticed that some order quantities in the two reports presented are different although the order numbers are the same.We normally refer to such data as dirty. What could be the possible causes for dirty data? How can they clean the inconsistent data values?