MathWorks Modelscape Monitor
5.3#17 in machine learning model monitoring softwareWebAPISelf-hosted
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| Fact | MathWorks Modelscape Monitor | NannyML |
|---|---|---|
| Founded | 1984 | Belgian company records state that NannyML was established on 19 March 2020. |
| Purpose | Modelscape Monitor tracks financial model performance, health status, and associated automated actions from a centralized view. | NannyML monitors deployed machine-learning models and estimates model performance even when ground truth is delayed or absent. |
Modelscape Monitor is intended for financial-services professionals involved in model development and deployment. It may suit organizations needing lifecycle monitoring, configurable metrics, email alerts, and audit logging.
NannyML suits teams that need to monitor deployed models when ground truth is delayed or absent, and connect model performance with business outcomes. It can also suit teams looking for self-managed open-source installation or Cloud deployment.