Between 2004-2009, Edwin was director IT at industrial machinery manufacturer Johnson Controls where she introduced a solution to combine traditional business intelligence warehouse technologies with advanced technologies to create predictive analytics that further increased customer profitability and heightened buyer-seller relationships. This initiative received a CIO 100 award in 2015.