A computer vision and machine learning testing platform

An end-to-end testing and debugging platform to surface hidden behaviors, compare models, iterate faster, and deploy AI products with confidence.‍

Surface hidden behaviors and failure modes, iterate faster, and automate testing workflows to ship models with confidence.

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Explore high-resolution test results.

  • Test against your specific product objectives.
  • Deploy the right models and the right thresholds for the task.
Kolena dashboard showing high resolution ML model test results with optimization thresholds and learning improvements

Create and curate laser-focused tests.

  • Use our Test Case Studio™ to slice through your data and assemble test cases in minutes.
  • Cultivate quality tests by removing noise and improving annotations without disruption.

Automatically surface failure modes and regressions.

  • Capture regressions and pinpoint exact issues to address.
  • Extract commonalities among failures to learn model weaknesses.
Integrate seamlessly

Integrate seamlessly into your workflows.

  • Hook into existing data pipelines and CI systems with the kolena-client Python client.
  • Keep your data and models in your control at all times.

Ready to drastically improve your ML testing?

Schedule a Demo