SAS
About SAS
SAS Model Manager is designed for data scientists and MLOps engineers to streamline the entire model lifecycle. By offering features such as governance and monitoring, SAS Model Manager helps users deploy models efficiently, ensuring that they remain accountable and transparent while maximizing the productivity and effectiveness of their analytical initiatives.
SAS Model Manager offers a free trial for users wanting to experience its capabilities. While the specific pricing plans vary, users can expect to find different subscription tiers that provide tailored features and support. Upgrading can enhance model monitoring and governance, ensuring optimal performance and compliance.
The user interface of SAS Model Manager is intentionally designed for simplicity and efficiency, allowing users to easily navigate through its features. This results in a seamless browsing experience where users can access critical components like model validation and deployment effortlessly, enhancing overall productivity and user satisfaction.
How SAS works
Users begin their experience with SAS Model Manager by signing up for a free trial. They can then seamlessly connect their models and data, allowing them to create, validate, and deploy models effectively. The intuitive interface aids in tracking projects and models, ensuring a streamlined approach to managing their analytical assets.
Key Features for SAS
Automated Continuous Integration and Continuous Delivery (CI/CD) Pipeline
SAS Model Manager's automated CI/CD pipeline is a standout feature that maximizes efficiency. By reducing manual efforts and standardizing model assets, users can automate their model deployment process, ensuring timely updates and responsiveness to changes, which ultimately enhances productivity.
Model Validation Tools
The model validation tools in SAS Model Manager provide users with an easy-to-use interface for testing models. By allowing for quick validation of model scoring logic, this feature enhances reliability and ensures that models operate seamlessly within the environment, saving time and reducing potential errors during deployment.
Monitoring and Alerting System
SAS Model Manager incorporates a robust monitoring and alerting system that effectively identifies data, concept, and model drift. This feature provides essential insights to stakeholders, enabling proactive measures to minimize downtime and ensure models remain effective and relevant in a rapidly changing landscape.