Scalable, Comprehensive LLM App and Predictive ML Monitoring

Find emerging issues fast with TruEra AI Observability’s comprehensive analytics, then use powerful root cause analysis to hone in on and debug problems.

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Real-time monitoring and alerts

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Comprehensive set of monitoring metrics

Including performance, drift, bias and custom metrics for predictive models and a huge range of feedback evaluations for LLM applications

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Relevant alerts

Uncover real issues quickly with thresholds for warnings and critical issues

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Broad range of model support

Supports both generative and discriminative model types

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Segment analysis

Look into the performance of specific segments to ensure performance and compliance

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We are excited about a solution that goes beyond current ad hoc tools and allows us to not only quickly and effectively identify emerging issues, but also debug and resolve them.”

Matthew Bennett, CIO, North America,

HarperCollins Publishers

Monitor and troubleshoot model performance at scale

Get the broadest view

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See all of your models in one place. With a set of analyses that nobody else offers, TruEra Monitoring provides a more complete view, including:

  • Consequential detection of input and output drift
  • Quick diagnostics of priority segments
  • Model accuracy tracking
  • Prediction offset (bias tracking)
  • Data quality problems
  • User defined custom metrics
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Understand why

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Go from issues to root causes, fast. Unlike other solutions, which tell you what’s going on, TruEra also pinpoints the underlying drivers of those issues in those metrics.

  • What’s the specific cause of model instability?
  • What type of inputs is your LLM Application performing poorly on?
  • Which segments are most impacted?
  • Which features are degrading model performance, and how much?

Ensure fairness and compliance

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As algorithms increasingly influence people’s lives, minimizing model bias is an imperative.

  • Assess fairness across specific time windows
  • Identify which specific features are contributing most to bias results, for faster explanation and resolution. This deep analysis is unique to TruEra.
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Get notified

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TruEra ensures that you can rapidly respond to any emerging incidents:

  • Configure alerts for any metric, such as model drift, feature drift, feature influence, performance for predictive models
  • For LLM Applications, configure alerts on feedback evaluations, such as answer relevance, context relevance, comprehensiveness etc…
  • Send notifications to any user/groups

Easily deploy and scale

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TruEra embeds easily within your existing infrastructure and workflow

  • Three deployment options:
    • SaaS – full software as a service, hosted by TruEra
    • Hybrid SaaS – the ease of cloud services on your Virtual Private Cloud, with a management control panel
    • On your cloud – deploy TruEra AI Observability Enterprise on your air gap cloud
  • Integrate easily with popular model development and model serving solutions
  • Scale to meet high model volumes
  • Export data via APIs to BI tools such as Tableau and Looker
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Find out what you can do with TruEra

Are you ready for better AI Observability? Get started now for free, or talk with one of our experts.