Model Hosting and Data Pipelines
For enterprises
Overview
Operationalize your Python models in just a few hours using the model and data pipelines from Abacus.AI
- 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
How It Works
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PLUG AND PLAY YOUR PYTHON MODELS -
VIEW ALL MODEL COMPONENTS FROM A SINGLE PAGE
Benefits
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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.
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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.
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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.
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Meet SLAs for throughput and latency
Real time predictions delivered at enterprise scale with a latency of 150 ms.
