As commodity markets become increasingly complex, traders need ways to quickly create robust models that can deal with this complexity. Many vendor platforms provide toolkits for quants to build such models. However, these offerings tend to require teams of developers to build the infrastructure to support the high-level analytical capabilities of these models. This process is resource-intensive and can also be tricky to get right. It’s also the main reason for the failure of such projects