Integrate ML models with your data
Kinetica seamlessly integrates machine learning models and algorithms with your data, for real-time predictive analytics at scale. By unifying the traditionally siloed workflows of analytics and model execution, Kinetica dramatically simplifies data engineering and active analytical application development.
Automated Deployment & Data Orchestration
Kinetica automates model deployment on Kubernetes – in continuous, on-demand or batch modes. No need to worry about deployment, network configuration, or scaling. Once deployed, Kinetica automatically orchestrates the full analytical pipeline – from ingest to database to model and back to database and downstream applications.
Track, govern, and audit data that’s part of your analytics and ML workloads. Kinetica tracks the full data lineage, including raw data, feature transformations, and model output. Easy-to-use search tool provides an instant ability to do a full model audit or find a “needle in a haystack” for a specific inference.