In an environment of increasing stringent requirements and limited resources, risk-based approaches are the only feasible option for companies to handle data quality enabling commercial success. Stark Associates deploys risk-based strategies along with risk-based quality and compliance, in order to reap the greatest benefits through team partnering with the in-house quality team to mitigate risk from compliance gaps for continual process improvement, in alignment with business objectives.