The Quality Platform for Reliable AI

Trustworthy AI has quality built into every layer: data, testing, and deployment. End-to-end testing on Kolena ensures that your system is resilient and adaptive to real-world changes.
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Trusted by ML Teams at

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Data Quality

Curate High-Quality Datasets
Enrich your datasets with automatically extracted embeddings and metadata to make sense of millions of data points. Curate datasets and create new test cases from subsets of your testing data within minutes.
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Model Quality

Standardized Test Coverage
Compare and analyze results to automatically surface model insights and areas of improvement. Kolena's smart insights shine a light on weaknesses in your model, and make it easy to build and maintain an evaluation system that will track detailed performance for every model iteration.
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End-to-End Testing

Test your product, not just your models
Use automated metrics, human metrics, and model-assisted metrics to extend beyond accuracy and get a complete picture of performance.
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Centralized Solution

Supports all your ML problems
Fully-configurable, Kolena works with any workflow, including computer vision, NLP, LLMs, speech, tabular, and time-series data.
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  • Computer Vision
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  • Speech / Audio
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  • Language Models
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  • GenAI
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Don’t just take our word for it

What AI Leaders Say About Kolena
"We continually extend our models to handle exceptions, but need to make sure that they remain effective over everything they've seen across all of our clients and sites. Kolena's comprehensive testing gives us the confidence to deploy these models faster and without fear of performance degradation."
Dr. Dan Grollman, Core Team Lead, Plus One Robotics
“Kolena's testing suite has been a transformative tool for Rad AI, allowing us to optimize our model testing capabilities and evaluate model performance with precision and granularity. This collaboration has not only improved our end-to-end machine learning pipelines significantly but also strengthened the confidence our customers have in our AI solutions.”
Deniz Zorlu, Director of Machine Learning, Rad AI
Learn how Kolena can help your machine learning team. 2-minute watch.

Comparing models made efficient, repeatable, and inexpensive

  • Faster go to market
    50%
    Save up to 50% of experimentation time
  • Model Debugging
    Faster
    Discover failure root cause in minutes not weeks
  • Model Robustness
    30%
    Up to 30% gains on model performance
  • Model Operations
    Instant
    Instantly answer questions around model behavior
  • Testing & Development
    Automate
    Automate testing and deployment workflows
  • Datapoints Analyzed
    Billions
    Make sense of your entire dataset