With overall healthcare expenditures spiralling out of control and unprecedented ER gridlock, operations research and operations management techniques aided by big data science can cost-effectively enhance ED operations. With strategies developed by DataFactZ, data can now be utilized in real-time to to intelligently guide the ED operations starting from new patient arrival to final discharge.