DriftSense
Your AI Agent for End-to-End MLOps
Ask the AI Agent to train a model, deploy for batch or real-time inference, manage model versioning and enable monitoring for drift, skew, and performance—pick any step or automate the entire pipeline. The agent handles orchestration, checks, and handoffs so teams move from request to production faster.
Introducing DriftSense
Key Features
DriftSense is an AI-powered MLOps platform designed to simplify and automate the entire machine learning lifecycle. Instead of navigating complex pipelines, you interact with an AI Agent that carries out every step for you.
- Train and Register Models
Launch training jobs and version models in the registry with brief conversation. - Deploy for Inference
Choose batch or real-time deployment, and the agent spins up scalable, production-ready endpoints instantly. - Continuous Monitoring
Stay ahead of drift, skew, and performance issues with proactive monitoring and clear, actionable alerts. - Flexible Orchestration
Run one task or orchestrate the full pipeline. The agent manages checks, approvals, and handoffs so teams can move from idea to production faster.
By bringing an AI Agent to the center of MLOps, DriftSense empowers data scientists, ML engineers, and developers to deliver reliable models without the operational bottlenecks—ensuring sustained performance, agility, and value from every model in production.
DriftSense Functionalities
Continuous Training and Deployment
✓ Automated Model Retraining
✓ Automated Model Deployment
✓ Real-time endpoint creation
✓ Batch Inference functionality
✓ Inference Explanations
Elevate Model Performance
✓ Automated Model Improvement
✓ Automated Feature Improvement
✓ Reduce Drift & skew
✓ Improve Metrics
✓ Increase Model Production Lifetime
Continuous Monitoring
✓ Monitor Model Drift & Skew
✓ Monitor Feature Drift & Skew
✓ Monitor Model Performance
✓ Monitor deployment endpoint
✓ Identify potential reasons for model decay
✓ Alert users
Seamlessly Integrates with Your Systems
No More Data Sharing
DriftSense works seamlessly without requiring customers to share their data. It integrates with your infrastructure, efficiently managing resources and automating workflows to deliver our core functionalities.
Effortless Deployment
DriftSense integrates seamlessly into your existing environment with a quick installation process, ensuring minimal disruptions and overhead. Our efficient setup allows you to ship reliable models without the complexity.
DriftSense 