In an era of global and local concern about terrorism, Cyber Crime and fraud, there is need to examine how to harness the available terabytes of data and meaningfully analyse the datasets for security purposes. It is possible to be part of the solution to the insecurity that has threatened to cripple the economies of Kenya, Nigeria and the entire African continent.