TruEra
TruEra is the leader in AI Quality
TruEra helps you to build and maintain high-performance ML models, faster. TruEra’s AI Quality solutions analyze, debug, and monitor machine learning models, leading to higher quality and trustworthiness, as well as faster deployment. Backed by years of pioneering research, TruEra:
● drives higher performance across the full model lifecycle
● works with the most popular model development platforms, and
● embeds easily into your existing AI ecosystem.
TruEra Diagnostics
Build better models, faster, with TruEra Diagnostics. TruEra Diagnostics tests, debugs, and explains machine learning models in development. Its model quality analytics provide the metrics and explanations that help models demonstrate their value and prove their effectiveness. With TruEra Diagnostics, you can get into deployment and stay there.
TruEra Monitoring
TruEra Monitoring helps easily track and troubleshoot machine learning model performance. With unique explainability and model quality analytics, TruEra Monitoring goes beyond basic observability solutions by enabling faster root cause analysis and action. This saves ML ops and data scientist time, improves governance, and provides a more effective feedback loop to improve models and business outcomes.
Product Name
TruEra
Product Version
2.0
Product Home Page
Ezmeral Runtime Enterprise Version
5.4
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- Additional Information
With TruEra’s AI Quality platform solutions:
● Data Scientist and ML Engineers can accelerate the time required to create high-performing ML models, as well as easily prove performance to approvers and stakeholders
● ML Ops teams can easily supervise an entire portfolio of models in production. They can quickly identify when models are going astray and why, so that they can be quickly debugged and returned to production
● Business Stakeholders can easily understand how models are performing and how the model’s function, as well as more easily perform risk management and governance
TruEra AI Quality solutions make it possible to easily drive higher performance ML, making it possible to:
● Drive performance across the full model lifecycle—with automated testing, in-depth analytics and explainability, and scalable monitoring
● Get to production faster, with better models—data scientists can test, analyze, and debug using their preferred interface - from notebooks and scripts to visual, interactive charts and dashboards
● Keep performance high in production—easily monitor your entire portfolio, get alerts to relevant deviations, see performance trends over time, and identify the root causes of issues, for faster debugging
Explore the industry’s first enterprise-grade enterprise runtime platform for cloud-native and distributed non-cloud native applications, HPE Ezmeral Runtime Enterprise.