The COVID-19 pandemic hit the steel industry hard as manufacturing demand slowed and capacity rates at steel mills ramped down tremendously. But as demand picked back up, the available steel wasn't there. Could this situation have been avoided with the use of Big Data? We talk to a data scientist working in the steel industry today to get his thoughts on this, as well as a predictive model for freight.