- Why is it Unique?
- BHC3 Integrated
- Data Integration
- AI/ML Development
- Operations and Security
- Deployment Options
Build, deploy, and operate Enterprise AI applications.
Unified Virtual Data Lake
Unified Data Image
Pre-Built / Extended
The BHC3™ AI Suite provides data scientists and developers with an end-to-end ML Ops workflow to rapidly develop, test, and operationalize AI / ML algorithms across the enterprise. Data scientists and developers can promote trained models to production with ease, scale-out up to millions of ML model deployments, test competing modeling strategies, while leveraging continuous analytics processing, auto-training, and model performance monitoring powered by the BHC3 AI Suite.
- Promote and track ML Models to production without the technical overhead required by traditional systems. Trained models are immediately exposed through addressable API endpoints.
- Scale-out up to millions of ML models within a single application through pre-packaged automation including automatic scoring, compute resource auto-scaling, version management, alerting, hyperparameter optimization, and auto retraining.
- Test competing modeling strategies in production through champion-challenger deployments, randomized A/B tests, or shadow models
- Meet all rigorous security and governance requirements with full transparency, versioning, and access control for all modeling artifacts (incl. notebooks, input data, features, models, and outputs).