Joe McKendrick is an author and independent researcher exploring innovation, information technology trends and markets. He is a senior contributor to Forbes, where he regularly examines the impact of artificial intelligence and advanced technologies on organizations, markets, and careers. He has also authored a number of articles for Harvard Business Review on the opportunities and challenges presented by AI to business leadership.  In addition, he is a regular columnist for ZDNet and Database Trends & Applications. Much of his research work is in conjunction with Forbes Insights and Information Today, Inc., covering topics ranging from artificial intelligence to digital transformation.