ModelOp Center

ModelOp Center is the industry’s only agnostic enterprise ModelOps software with a unified approach across the modern heterogenous IT ecosystem to consistently deploy, monitor, and govern enterprise models.

 

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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!

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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.

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Governance:

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.

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Command Center:

Gain real-time visibility into and 24×7 control over all models. ModelOp Center’s Command Center provides a single pane of glass into the health and effectiveness of all models across the enterprise.

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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 Resources

ModelOp is constantly providing resources to make installing and running ModelOp Center as simple and streamlined as possible. Check out a few resources or link to our product documentation.

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Challenges to Scale AI

Ten years ago, most enterprises used one end-to-end platform for data, modeling, and production operations. Today, with the rapid pace of innovation of data science tools, combined with the explosion of new analytical use cases, enterprises face an exponential growth in the choice of technologies. Dozens of modeling workbenches. 100’s of combinations of data platforms, types, and structures. 100’s of new data science frameworks. Dozens of new business applications to consume models. Hybrid use of on-prem, cloud, and partner environments. Even the most advanced enterprises struggle.

Abstracting the Complexity of a Modern AI Architecture

ModelOp Center is the industry’s only enterprise ModelOps software that provides a unified approach across the modern heterogenous IT ecosystem to consistently deploy, monitor, and govern all of your models. Thousands of models. Any data science and execution platform. 24×7 operations. Robust governance and auditability. ModelOp Center puts your models in business.

Operations-Focused

ModelOp Center is designed by Operations experts for Operations practitioners, including critical capabilities required for IT operations teams to support data scientists and the business by getting models into business quickly, consistently, and reliably.

Model-Centric Approach

ModelOp Center utilizes standardized, powerful abstractions to enable long-term, uniform deployment success for the enterprise, integrating existing analytics and operations technologies, rather than a ‘rip and replace’ with a new end to end platform.

Automated

ModelOp Center is designed to automate model operations processes, from deployment, to custom regulatory requirements, to complex business rules to effectively manage a model within business SLA’s, eliminate manual processing, reducing risk, cost and model time to business.

Let’s Make Models Work For You

We have the experience and solution to help you harness the power of AI/ML at scale that will boost your core processes. Let’s create a unique solution together.

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