Now available - TruEra Diagnostics 2.0 TruEra Diagnostics

Drive AI Quality with fast,
comprehensive testing and explainability.

truera automated test harness
truera automated test harness

Drive model quality. Get into production.

Operationalize and Monitor with Confidence Chart

Comprehensively test your ML for Quality

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Debug and optimize models fast
Business performance
Achieve best-in-class explainability and reporting
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Integrate easily into your ML tech stack
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“TruEra helps our data science teams ensure their models are sound and fair so that more of them can make into production at a faster rate with greater confidence.”
– Standard Chartered
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“TruEra helps to ensure that our AI systems are continuously performing at a high level, and its accurate root cause analysis ensures that any issues are quickly identified and addressed.”
– Belcorp

Get models into production quickly with comprehensive testing and explainability

The first automated Test Harness for evaluating ML models

Test harness
TruEra’s Test Harness capabilities provide automated, systematic testing for performance, stability, and fairness. Get value out of the box:

Default tests evaluate models against a series of metrics with pre-established thresholds throughout the model development lifecycle. Customized tests are also easily created in the intuitive UI. TruEra minimizes manual test setup time and effort, and eliminates the guesswork for designing tests for new use cases.

Test harness
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Most comprehensive analytics for improving model quality

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Robust analytics provide an in-depth look of models and identify areas of improvement quickly.

Robust analytics provide an in-depth look of models and identify areas of improvement quickly.

  • Accuracy
  • Generalization
  • Conceptual Soundness/Reliability
  • Bias/Fairness
  • Stability
  • Model Performance
  • Data Quality

Identify top-performing models using a robust set of metrics

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Machine learning development is highly iterative and experimental, so quickly understanding the evolution of model versions is critical.

With TruEra, data scientists can more deeply and easily compare models than ever before, enabling them to extract insights to guide faster and more effective model development.

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Find the causes of unjust bias

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Minimizing model bias is not just a good business goal, it is also increasingly required by stakeholders and regulatory bodies. TruEra helps you to:

Minimizing model bias is not just a good business goal, it is also increasingly required by stakeholders and regulatory bodies. TruEra helps you to:
  • Identify model bias for protected classes or any identified group
  • Hone in on which specific features are contributing most to bias results, for faster explanation and resolution. This deep analysis is unique to TruEra.

Easily deploy and scale

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TruEra embeds easily within your existing infrastructure and workflow

TruEra embeds easily within your existing infrastructure and workflow
  • Deploy on premises or in your cloud, including private cloud, AWS, Google, or Azure
  • Work across model development solutions, such as AWS Sagemaker, Microsoft Azure, Vertex.ai, Dataiku, DataRobot, or H2O.ai, and model serving solutions
  • Scale to meet high model volumes
  • Export data via APIs to Business Intelligence tools such as Tableau and Looker
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Resources