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
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.
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.
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.
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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GenAIPage coming Soon
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