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Model Hosting and Data Pipelines

Model hosting and auto-scaling of machine and deep learning models

Periodic data refresh, model retraining and deployment

Versioning, RBAC and Audit logs for compliance and governance

Operationalize your Python models in just a few hours using the model and data pipelines from Abacus.AI

Free Expert Consultation

For enterprises

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VIEW ALL MODEL COMPONENTS FROM A SINGLE PAGE

Benefits

Enterprise Ready

Abacus.AI Model Hosting and Data Pipelines provide enterprise grade security, governance, compliance and high availability. RBAC to ensure controls over who can refresh the data and retrain the model. Audit logs to track the data and model changes.

Model Versioning & Traceable Model Results

Track changes to the model over time including model artifacts and change logs with model versioning. Have complete traceability into your predictions. Meet legal and regulatory compliance requirements by attributing back each prediction to the model and the model version.

Accelerate Time To Delivery

Go from Python to an operationalized model in just a few hours. Deploy models from Notebooks or as dockerized containers. Adapt to rapidly changing market conditions and iterate quickly.