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.
Trusted by ML Teams at
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.
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.
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.
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 / AudioPage coming Soon
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Language ModelsPage coming Soon
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GenAI
Seamless integration with your ML stack
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Cloud StorageQuick hookup to all popular data stores. No need to upload data onto Kolena.AWS S3Google Cloud StorageAzure BlobMinio
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LabelingKolena seamlessly integrates with your entire ML toolchain.LabelboxLabel StudioSama
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Model ToolingKolena seamlessly integrates with your entire ML toolchain.PyTorchTensorFlowWeights & BiasesCometMLHugging Face
Don’t just take our word for it
What AI Leaders Say About Kolena
Comparing models made efficient, repeatable, and inexpensive
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Faster go to market50%Save up to 50% of experimentation time
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Model DebuggingFasterDiscover failure root cause in minutes not weeks
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Model Robustness30%Up to 30% gains on model performance
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Model OperationsInstantInstantly answer questions around model behavior
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Testing & DevelopmentAutomateAutomate testing and deployment workflows
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Datapoints AnalyzedBillionsMake sense of your entire dataset