IBM Watson OpenScale
IBM is one of only a handful of vendors to offer end-to-end model management, despite the fact that this is a technology that has been around for a long time. It is one of even fewer companies that is actively addressing operationalisation in order to connect the work done by a data scientist to business owners, in business terms. Indeed, IBM is taking a lead in so far as its ethical positioning is concerned. We know of no other company that offers bias detection and mitigation along with explainability tools.