Why your organization needs ModelOps
By some estimates, 90% of data science models are never used in business applications. And most organizations lack a systematic way to track the performance of the models they do use.
ModelOps is a new, essential strategic capability that enables your organization to operationalize the model life cycle (MLC). By cataloging all models and automating processes related to their deployment, monitoring, and governance, ModelOps industrializes the use of models in your organization so you can reap the full benefits of AI.
With ModelOps, enterprises can:
- Deploy new or updated models faster
- Monitor model performance across all of your platforms
- Govern models to ensure compliance with regulatory and business risk requirements
- Automate ModelOps processes to drive agility and leverage best practices
In this presentation from Forrester Research, hear how ModelOps supports roles throughout your organization and powers performance.
Why you need ModelOp Center
ModelOp Center is the only solution that enables data scientists, IT professionals, and business teams to quickly deploy models developed with any data science tool, on any platform, then continuously monitor model performance and fully support governance and compliance.
Freedom of choice to use the tools they need to solve any analytics problem
Standardize the processes and technical interfaces for operationalizing AI models
ModelOps is a critical part of our technology platform to ensure we can scale the use of our data science/machine learning models across our business. ModelOp has been a trusted partner for us from the start, helping to accelerate our journey with their expertise and software.
Driving success at every stage of an enterprise AI journey
Designed to meet the needs of data scientists, IT, and business teams and backed by our proprietary software, ModelOp Center, and our expertise in data science, data engineering, infrastructure, software and business transformation.
Align leadership with a ModelOps Assessment of your current state against ModelOps best practices.
Speed to Value
Put 1-2 priority AI Models in Business, while implementing foundational ModelOps capabilities and best practices. Delivered on ModelOp Center.
Deploy an Industrialized ModelOps program across the enterprise, customized and integrated to the specific requirements of the business. Delivered on ModelOp Center.
ModelOp Academy provides workshops, education and training to develop core ModelOps skills and capabilities.
What makes ModelOp Center so innovative?
ModelOp Center is the only solution that empowers your company to operationalize AI enterprise-wide.
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 & Agnostic 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 “ripping and replacing” with a new end-to-end platform.
ModelOp Center automates ModelOps processes, from deployment to custom regulatory requirements to complex business rules, to effectively manage a model within business SLAs; eliminate manual processing; and reduce risk, costs, and model time to business.