AI Transformation with ModelOps

You Need ModelOps To Scale

Jun Wu, Towards Data Science – April 29, 2020

As companies, particularly large organizations, scale up their models as a part of building an enterprise-wide pipeline, there’s an increasing need to operationalize the model development process. Similar to DevOps, models need to be developed, integrated, deployed and monitored. Often, with Enterprise AI initiatives, there are a host of governance considerations such as data integrity, change management, regulatory concerns, etc..

You want to be able to connect your data science pipeline to the IT organization. You want your IT organization to maintain and upgrade your data science pipeline as needed.

In other words, you want your pipeline to be fully functional across your organization, in real-time, and in line with your industry’s regulation.

 

Read the Full Article

All ModelOp Blog Posts 

ModelOps Is The Key To Enterprise AI

ModelOps Is The Key To Enterprise AI

Jun Wu, Forbes – March 31, 2020 In the last two years, large enterprise organizations have been scaling up their artificial intelligence and machine learning efforts. To apply models to hundreds of use-cases, organizations need to operationalize their machine learning...

Enterprise AI, ground truth, and the ‘corona effect’

Enterprise AI, ground truth, and the ‘corona effect’

By Stu Bailey Nothing in our lifetimes has prepared us for what's happening in our world today. We've certainly had our share of major catastrophes in the past 100 years -- both natural and man made -- but nothing matches the impact of the COVID-19 pandemic. We are...

Using ModelOps, a financial services company scales out

Using ModelOps, a financial services company scales out

Mark Labbe, TechTarget – April 16, 2020 Exos, a provider of institutional finance services and vendor of a platform for B2B institutional finance, doesn't have a big staff, but it's getting bigger. The privately held firm, founded in 2018, has about 65 employees, and...

In the News: ModelOp Center V2 Release

In the News: ModelOp Center V2 Release

ModelOp Breaks the Pilot-to-Production Logjam for Enterprise AI with New Release of ModelOp Center GlobeNewswire, 31 March 2020   Real-time Analytics News Roundup for Week Ending April 4 RTInsights, 4 April 2020   ModelOp Announces New Release of ModelOp...

In the News: ModelOp Series A Funding

ModelOp Raises $6 Million in Series A Funding from Valley Capital Partners to Meet Increasing Demand for Foundational ModelOps Capabilities for Enterprise AI GlobeNewswire, 31 March 2020   Money Moves: March 2020 SDxCentral, 12 April 2020   ModelOp attracts...

Announcing Series A Funding

ModelOp Raises $6 Million in Series A Funding from Valley Capital Partners to Meet Increasing Demand for Foundational ModelOps Capabilities for Enterprise AI  New Funding Solidifies and Extends Leadership in Operationalizing AI and Machine Learning Models at...

Announcing ModelOp Center v2

ModelOp Breaks the Pilot-to-Production Logjam for Enterprise AI with New Release of ModelOp Center  ModelOp Center Version 2 Automates Model Deployment, Monitoring, and Governance, Providing Foundational ModelOps Capabilities for Enterprise AI CHICAGO—March 31,...

Forbes Articles: Enterprise AI by Stu Bailey

Forbes Articles: Enterprise AI by Stu Bailey

The Enterprise AI Challenge: Common Misconceptions January 15, 2020 Misconception 1 (of 5): Enterprise AI Is Primarily About The Technology January 31, 2020 Misconception 2 (of 5): Automated Machine Learning Will Unlock Enterprise AI February 27, 2020 Misconception 3...