In the previous two chapters, we examined the role of Big Data and its veracity in today's world. We concluded that the problem of lack of veracity is significant and serious. In this chapter, we venture into the solution space. The chapter presents a brief overview of a number of technqiues from diverse aspects of computing that can possibly help with improving the veracity of Big Data.