Sep 26, 2023 | San Diego

New capabilities simplify the AI mannequin deployment journey and guarantee trusted AI

Teradata (NYSE: TDC) as we speak introduced new enhancements to its main AI/ML (synthetic intelligence/machine studying) mannequin administration software program in ClearScape Analytics (e.g., ModelOps) to satisfy the rising demand from organizations throughout the globe for superior analytics and AI. These new options – together with “no code” capabilities, in addition to strong new governance and AI “explainability” controls – allow companies to speed up, scale, and optimize AI/ML deployments to rapidly generate enterprise worth from their AI investments.

Deploying AI fashions into manufacturing is notoriously difficult. A current O’Reilly’s survey on AI adoption within the enterprise discovered that solely 26% of respondents at the moment have fashions deployed in manufacturing, with many firms stating they’ve but to see a return on their AI investments. That is compounded by the current pleasure round generative AI and the strain many executives are beneath to implement it inside their group, in response to a current survey by IDC, sponsored by Teradata.

ModelOps in ClearScape Analytics makes it simpler than ever to operationalize AI investments by addressing lots of the key challenges that come up when shifting from mannequin growth to deployment in manufacturing: end-to-end mannequin lifecycle administration, automated deployment, governance for trusted AI, and mannequin monitoring. The ruled ModelOps functionality is designed to produce the framework to handle, deploy, monitor, and preserve analytic outcomes. It contains capabilities like auditing datasets, code monitoring, mannequin approval workflows, monitoring mannequin efficiency, and alerting when fashions usually are not performing properly.

“We stand on the precipice of a brand new AI-driven period, which guarantees to usher in frontiers of creativity, productiveness, and innovation. Teradata is uniquely positioned to assist companies make the most of superior analytics, AI, and particularly generative AI, to unravel essentially the most complicated challenges and create huge enterprise enterprise worth,” stated Hillary Ashton, Chief Product Officer at Teradata. “We provide essentially the most full cloud analytics and knowledge platform for AI. And with our enhanced ModelOps capabilities, we’re enabling organizations to cheaply operationalize and scale trusted AI by means of strong governance and automatic lifecycle administration, whereas encouraging speedy AI innovation through our open and related ecosystem. Teradata can be essentially the most cost-effective, with confirmed efficiency and adaptability to innovate sooner, enrich buyer experiences, and ship worth.”

New capabilities and enhancements to ModelOps embrace:

• Deliver Your Personal Mannequin (BYOM), now with no code capabilities, permits customers to deploy their very own machine studying fashions with out writing any code, simplifying the deployment journey with automated validation, deployment and monitoring
• Mitigation of regulatory dangers with superior mannequin governance capabilities and strong explainability controls to make sure trusted AI
• Computerized monitoring of mannequin efficiency and knowledge drift with zero configuration alerts

Teradata clients are already utilizing ModelOps to speed up time-to-value for his or her AI investments.

• A significant U.S. healthcare establishment makes use of ModelOps to hurry up the deployment course of and scale its AI/ML personalization journey. The establishment accelerated its deployment with a 3X enhance in productiveness to efficiently deploy thirty AI/ML fashions that predict which of its sufferers are most definitely to want an workplace go to to implement “Personalization at Scale.”
• A significant European monetary establishment leveraged ModelOps to cut back AI mannequin deployment time from 5 months to at least one week. The fashions are deployed at scale and built-in with operational knowledge to ship enterprise worth.

For extra info on the brand new capabilities of ModelOps in ClearScape Analytics go to:

https://www.teradata.com/Platform/ClearScape-Analytics/ModelOps