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

10

Data Quality

Create AI Ready Data
Process large, complex and unlabeled data to quickly create training, evaluation and testing datasets leveraging Kolena’s powerful visualization, embedding space explorations and automated metadata extractions using LLMs and traditional models.
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Model Quality

Identify the Best Models Confidently
Automatically rank model runs based on standardized test coverage coverage. Kolena’s automated insight extractions will help you identify model failure scenarios and retrospectively evaluate previous runs against them.
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End-to-End Testing

Test your product, not just your models
Use automated, human and model assisted metrics to go beyond single model evaluation and test model pipelines instead. Maintain and improve your model pipeline with confidence in improved overall product 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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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