ModelOp Center – Microservices Architecture
Abstracting the Complexity of a Hybrid AI Architecture
An End-to-End Solution with Key Capabilities That Put Models in Business
Deployment:
Create a consistent and automated path to put all of your models in business, regardless of their languages, frameworks, data science workbenches, or environments.
Simply register your models into ModelOp Center via our model factory plugins, CLI, or API, and our services automate the productionization process, including packaging, running reproducible tests in approved environments, and ultimately deploying the model. No model code changes necessary!
Monitoring:
Continuously monitor and improve your models’ performance, regardless of model language, platform, or execution type. Employ statistical, technical, and business monitoring against customizable, business-specific SLAs to maximize the value to the business.
Governance:
Gain real-time visibility and 24×7 control to ensure health and effectiveness of all models across the enterprise.
Maintain a comprehensive model catalog that contains all of the metadata, lineage, and assets that compose each and every model for full visibility, explainability, and auditability across the enterprise.
It’s hard to sit and wait for a model to be operationalized when you know it could drive immediate business value.
-Analytic Lead at Large Financial Services
ModelOp Center v2 Documentation and Release Notes
Operations-Focused
Technology-Agnostic
ModelOp Center operationalizes the life cycle of all types of models (AI/ML, Rule-based, Statistical, Mathematical optimization) developed in any model factory, and executed on any platform in any heterogenous technical environment.
