A significant challenge in automating certification of software intensive complex computing systems is information heterogeneity that runs the gamut from non-formal artifacts such as safety analyses, operational guidance, unit tests, and simulation runs to, more recently, formal artifacts. An emerging approach to certification of such software systems is the use of assurance cases to provide goal-based arguments supported by evidence.