Overall our experience with ModelOp has been very positive. They are strongest when you need enterprise scale AI governance and lifecycle controls across many models, teams and tooling, especially in regulated environments where you need an AI system of record, repeatable approvals, auditability and ongoing monitoring not just data science workflows. The company itself were the most knowledgeable vendor we talked to about model governance issues in the AI space.