Real-Time ML Feature Store
For enterprises
Overview
Easily deploy real time AI models at scale with an enterprise-class ML feature store that provides security, governance and high SLAs
- Connect to Data Sources and set up pipelines
- Enable real-time machine learning
- Create ML features to share across organizaiton
How It Works
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DECONSTRUCTED - DATA PIPELINE -
DECONSTRUCTED - OFFLINE + ONLINE -
VISUALIZE YOUR STREAMING DATA IN REAL LIFE -
VISUALIZE RELATIONSHIPS BETWEEN FEATURE GROUPS -
Create templates to improve efficiency -
CREATE AND SHARE FEATURES ACROSS THE ENTERPRISE
Benefits
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Merge Data From Multiple Data Sources
Easily connect multiple data sources and specify data transformations using our simple ETL filter interface. Abacus.AI will take care of merging, removing duplicates, and other data cleaning operations.
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Versioning and Monitoring
All Features and Datasets are check pointed for compliance, transparency, and debugging. Monitor features to ensure smooth updates.
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Share Feature Across Data Science Teams
Create a feature and then share it with other teams. Build once and efficiently utilize it multiple times using our enterprise class ML feature store.
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Enterprise Ready
Abacus.AI vector store provides enterprise grade security, governance, compliance and high availability.
