Teradata Helps Customers Accelerate AI-led Initiatives with New ModelOps Capabilities in ClearScape Analytics
26 Setembro 2023 - 10:00AM
Business Wire
New capabilities simplify the AI model
deployment journey and ensure trusted AI
Teradata (NYSE: TDC) today announced new enhancements to its
leading AI/ML (artificial intelligence/machine learning) model
management software in ClearScape Analytics (e.g., ModelOps) to
meet the growing demand from organizations across the globe for
advanced analytics and AI. These new features – including “no code”
capabilities, as well as robust new governance and AI
“explainability” controls – enable businesses to accelerate, scale,
and optimize AI/ML deployments to quickly generate business value
from their AI investments.
Deploying AI models into production is notoriously challenging.
A recent O'Reilly's survey on AI adoption in the enterprise found
that only 26% of respondents currently have models deployed in
production, with many companies stating they have yet to see a
return on their AI investments. This is compounded by the recent
excitement around generative AI and the pressure many executives
are under to implement it within their organization, according to a
recent survey by IDC, sponsored by Teradata.
ModelOps in ClearScape Analytics makes it easier than ever to
operationalize AI investments by addressing many of the key
challenges that arise when moving from model development to
deployment in production: end-to-end model lifecycle management,
automated deployment, governance for trusted AI, and model
monitoring. The governed ModelOps capability is designed to supply
the framework to manage, deploy, monitor, and maintain analytic
outcomes. It includes capabilities like auditing datasets, code
tracking, model approval workflows, monitoring model performance,
and alerting when models are not performing well.
“We stand on the precipice of a new AI-driven era, which
promises to usher in frontiers of creativity, productivity, and
innovation. Teradata is uniquely positioned to help businesses take
advantage of advanced analytics, AI, and especially generative AI,
to solve the most complex challenges and create massive enterprise
business value,” said Hillary Ashton, Chief Product Officer at
Teradata. “We offer the most complete cloud analytics and data
platform for AI. And with our enhanced ModelOps capabilities, we
are enabling organizations to cost effectively operationalize and
scale trusted AI through robust governance and automated lifecycle
management, while encouraging rapid AI innovation via our open and
connected ecosystem. Teradata is also the most cost-effective, with
proven performance and flexibility to innovate faster, enrich
customer experiences, and deliver value.”
New capabilities and enhancements to ModelOps
include:
- Bring Your Own Model (BYOM), now with no code capabilities,
allows users to deploy their own machine learning models without
writing any code, simplifying the deployment journey with automated
validation, deployment and monitoring
- Mitigation of regulatory risks with advanced model governance
capabilities and robust explainability controls to ensure trusted
AI
- Automatic monitoring of model performance and data drift with
zero configuration alerts
Teradata customers are already using ModelOps to accelerate
time-to-value for their AI investments.
- A major U.S. healthcare institution uses ModelOps to speed up
the deployment process and scale its AI/ML personalization journey.
The institution accelerated its deployment with a 3X increase in
productivity to successfully deploy thirty AI/ML models that
predict which of its patients are most likely to need an office
visit to implement “Personalization at Scale.”
- A major European financial institution leveraged ModelOps to
reduce AI model deployment time from five months to one week. The
models are deployed at scale and integrated with operational data
to deliver business value.
For more information on the new capabilities of ModelOps in
ClearScape Analytics visit:
https://www.teradata.com/Platform/ClearScape-Analytics/ModelOps
About Teradata
At Teradata, we believe that people thrive when empowered with
better information. Our best-in-class cloud analytics and data
platform delivers the harmonized data and trusted AI/ML
organizations need for confident decision-making, faster
innovation, and impactful business results.
See how at Teradata.com.
The Teradata logo is a trademark, and Teradata
is a registered trademark of Teradata Corporation and/or its
affiliates in the U.S. and worldwide.
View source
version on businesswire.com: https://www.businesswire.com/news/home/20230926491663/en/
January Machold 858-485-3049 office
January.Machold@Teradata.com
Teradata (NYSE:TDC)
Gráfico Histórico do Ativo
De Abr 2024 até Mai 2024
Teradata (NYSE:TDC)
Gráfico Histórico do Ativo
De Mai 2023 até Mai 2024