Centralized model repository
Easily manage analytical models via a centralized, secure web-based repository.
Easily register, modify, track, score, publish, govern and report on your analytical models using a visual, web-based interface.
SAS Model Manager simplifies the creation and management of model collections. The web-based interface makes it easy to automate the model management process. It also facilitates more effective collaboration by letting users track progress through each step of the modeling process. Rapid, automated techniques let you operationalize models with just a few clicks, both in batch and in real time. A repeatable framework enables easy registration, validation, tracking, monitoring and retraining of analytical models to ensure they’re performing well. You can define customized workflows for different model types, and everyone involved in interacting with or interpreting models gets a unified view of each model’s currency, definition and function.
Easily test and compare analytical models with a web-based interface that ensures more efficient model processing and governance. Performance benchmarking reports and alerts can be generated for easy tracking to indicate model decay. Extensive tracking, validation and auditing reports are produced as analytical models are used across different departments and marked as champions for use in other applications. Ongoing monitoring identifies when it’s necessary to refine or retire a model. And model retraining integrates with the model pipeline processing environment for increased efficiency.
The centralized model repository, life cycle templates and version control capabilities provide visibility into your analytical processes, ensuring complete traceability and auditability for compliance with internal governance and external regulations. Basel II risk model validation reports provide transparency by assessing the soundness of internal credit risk measurement systems, tracking down anomalies and answering regulator inquiries on demand.
Track models from creation, through usage, to retirement with a centralized, efficient, repeatable process for registering, validating, monitoring and retraining models. Whenever a version is created, a snapshot of model properties and files is captured, ensuring comprehensive version control. Models are secured, and model version history is locked down and retained.
This solution runs on SAS® Viya®, which has the breadth and depth to conquer any analytics challenge, from experimental to mission critical. SAS Viya extends the SAS Platform to enable everyone – data scientists, business analysts, developers and executives alike – to collaborate and realize innovative results faster.
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