Big Data
iTWire | September 27, 2023
Teradata 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 organisations 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 optimise 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 organisation, according to a recent survey by IDC, sponsored by Teradata.
ModelOps in ClearScape Analytics makes it easier than ever to operationalise 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.
Teradata chief product officer Hillary Ashton
“We offer the most complete cloud analytics and data platform for AI. And with our enhanced ModelOps capabilities, we are enabling organisations to cost effectively operationalise 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 US healthcare institution uses ModelOps to speed up the deployment process and scale its AI/ML personalisation 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 “Personalisation 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.
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Big Data
Business Wire | September 29, 2023
Radiant Logic, the Identity Data Fabric company, today announces the completed integration of Brainwave GRC following the April 2023 acquisition. These new capabilities solidify Radiant Logic’s entrance in the Identity Analytics market and position our platform in the Identity Governance and Administration market, as seen in the recent Gartner® Market Guide for IGA. With a new website launching today and the release of the full RadiantOne Identity Data Platform, including Identity Analytics, the company celebrates the final integration of Brainwave into Radiant Logic.
Radiant Logic, the longtime leader in Identity Data Management, enters the field of Identity Analytics with unprecedented capabilities including Observability, Governance, and Compliance. With 90% of organizations experiencing at least one identity-related breach in the past year, according to the Identity Defined Security Alliance (IDSA), organizations are realizing the essential role of identity data quality and visibility within cybersecurity and overall IT operational maturity best practices.
Identity data is the lifeblood for all access decisions, and must be made accessible as the authoritative source for all authentication, authorization, and administration engines. In a recent research note, Gartner recommends that organizations: “Accelerate IAM data improvements for their IAM program by increasing the priority of visibility/observability improvements, including applying the visibility, intelligence, action model to program prioritization decisions."
The new release from Radiant Logic represents a major step forward in the ability to use identity data management and identity analytics in cybersecurity and governance practices. Access to the right identity data, at the right time, is critical for any IAM tool, process, or policy. Visibility into all identity data and infrastructure gives clear insight into who has access to what and uncovers outliers and over-privileged access, which helps identify and close security gaps. It’s a powerful combination for any organization.
We’re thrilled to announce the full integration of Radiant Logic and Brainwave GRC as one company, one website, and one platform. The new RadiantOne Identity Data Platform will strengthen operational maturity for customers, improve regulatory compliance and audit responses, and enable data-driven security best practices, said John Pritchard, Chief Product Officer, Radiant Logic. We are only seeing the tip of the iceberg regarding the potential for leveraging data science and artificial intelligence in IAM, and we believe that by pairing vast amounts of identity data with analytical inferencing, the possibilities for innovation are endless.
With the new capabilities from RadiantOne, identity data can be supplied in a flexible and automated way, allowing organizations to base their security and policy decisions on the most accurate and complete data available. The addition of Identity Analytics brings visibility and intuitive visualization techniques, allowing organizations to use comprehensive identity data to find anomalies, add risk scores, easily respond to audits, and improve their overall security posture.
Complete documentation is now available on the Radiant Logic developer portal, the support function is integrated via the customer support portal, and the full platform will be available as an integrated SaaS offering in Q4. The integrated platform combining Identity Data Management and Identity Analytics capabilities will accelerate Zero Trust projects, enable digital transformation, and simplify audit and compliance. Visit our new website at www.radiantlogic.com to learn more.
About Radiant Logic
Radiant Logic, the identity data experts, helps organizations turn identity data into a strategic asset that drives automated governance, enhanced security, and operational efficiency.
Our RadiantOne Identity Data Platform removes complexity as a roadblock to identity-first strategies by creating an authoritative data source for real-time, context-aware controls. We provide visibility and actionable insights to intelligently detect and remediate risk using AI/ML-powered identity analytics.
With RadiantOne, organizations are able to tap into the wealth of information across the infrastructure, combining context and analytics to deploy governance that works for the most advanced use cases.
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Big Data Management
Reltio | September 20, 2023
Reltio, a leading modern data management solutions provider, has introduced an innovative AI-powered Master Data Management (MDM) solution. For over a decade, Reltio has been a pioneer in data management, offering a leading cloud-native SaaS MDM solution. The firm is poised to preview novel AI-driven capabilities tailored to meet the growing demand for delivering customers more insightful and timely intelligence powered by reliable data.
Participants at the upcoming DataDriven23 conference, taking place from October 3 to 5 in Dallas, TX, will have the opportunity to directly engage with Reltio's innovations and witness how AI is poised to revolutionize MDM, enhancing the quality of data that shapes business outcomes.
During the event, experts will showcase three pivotal AI-driven solution capabilities designed to drive remarkable 10X enhancements:
Generative AI-driven Search and Data Visualizations: Powered by Reltio's AI-powered MDM platform, enterprises can swiftly pinpoint critical data segments and data visualizations to the Reltio UI, facilitated by a conversational interface powered by GenAI. This simplifies the process of data analysis within Reltio.
Increased Data Steward Productivity: Harnessing the power of Machine Learning, Reltio's latest capabilities aim to further automate entity resolution and data quality management processes and enhance data precision while boosting data steward efficiency by 10X.
Automated Predictions: Reltio's new AI-driven MDM platform empowers businesses to effortlessly anticipate key insights using propensity models. This aids in identifying crucial customer segments, thereby fostering higher customer acquisition and retention rates.
Reltio remains committed to continuous investment in machine learning-based automation within Reltio's Connected Data Platform 2023.3. This includes the introduction of new features in entity resolution and data quality anomaly detection designed to expedite MDM implementations, fortify data unification, and elevate the productivity of data teams.
About Reltio
Reltio, a renowned leader in modern data management, believes steadfastly in the critical role of data in driving business achievements. The firm is well-known for its cutting-edge data management platform, which effortlessly integrates vital data from different sources into a unified repository of reliable information. This combination of pristine, interconnected, and actionable data empowers Reltio's esteemed clientele to enhance operational efficiency, mitigate risk, and foster sustainable growth. The solution has received praise and is utilized by prominent corporate brands across a wide range of sectors in over 140 countries.
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