OriginML

Founded in 2020, OriginML provides a Digital Chain of Custody (DCoC) of Data Engineering and Machine Learning (ML) Processes. Technology sprawl, confusing tool sets, and a lack of standardization are endemic within organizations and the market. The result is that few organizations have an automated method for maintaining the traceability required for a DCoC. A DCoC documents and proves that you’re as thoughtful with sensitive information as you are with outcomes. OriginML’s solution enables companies to demonstrate a DCoC, enables governance and compliance, frees valuable resources, and provides new insights into ML Processes. We do this by unobtrusively collecting and tracking events and critical ML process artifacts in a secured Audit Vault. Using the OriginML Audit Explorer, compliance and risk professionals can trace users, features, and other related objects without manual intervention.