Teradata AI Unlimited Microsoft Fabric Workload Now Available in Private Preview

Rhea-AI Summary

Teradata (NYSE: TDC) announced the private preview availability of Teradata AI Unlimited in Microsoft Fabric at Microsoft Build. This on-demand AI/ML workload offers seamless integration and frictionless access to ClearScape Analytics, enabling rapid AI innovation and use case development within the Microsoft ecosystem.

Users pay only for the time spent, mitigating cost concerns. The SaaS deployment aims to simplify user adoption through its intuitive interface, eliminating complex configurations. Key features include embedded notebooks, financial customer journey insights, customer behavior analysis, segmentation, and data preparation with Teradata VantageCloud's processing power.

Teradata AI Unlimited in Microsoft Fabric will be available in private preview in June 2024, continuing Teradata's commitment to fostering AI innovation.

Positive

• Teradata AI Unlimited in Microsoft Fabric offers seamless integration with ClearScape Analytics.
• Users benefit from a pay-as-you-go model, reducing cost concerns.
• The private preview will be available in June 2024, indicating timely availability.
• The intuitive self-service interface simplifies user adoption and productivity.
• Provides embedded notebooks facilitating rapid AI experimentation.
• Enhances financial customer journey analysis with advanced AI/ML capabilities.
• Improves customer behavior analysis and segmentation through scalable processing.
• Reduces data preparation time by 70% or more using Teradata VantageCloud.

Negative

• The announcement lacks specific financial impact or revenue projections for Teradata.
• Details regarding potential risks or challenges in integrating with Microsoft Fabric are absent.
• The success of the private preview and subsequent adoption rates remain uncertain.
• No information on cost structure beyond the pay-as-you-go model, potentially leading to unforeseen expenses.

Insights

Financial Analyst

Teradata's announcement of AI Unlimited being available in Microsoft Fabric provides significant potential upside for the company. The integration into Microsoft Fabric offers a seamless user experience, likely lowering barriers to adoption. This could drive increased usage and revenue, especially given the pay-as-you-go model, which minimizes the risk of cost overruns for users. Such a model could attract a broad range of customers, from small businesses to large enterprises.

From an earnings perspective, successful adoption of this product could lead to a recurring revenue stream, enhancing Teradata's financial stability and predictability of earnings. The ability to scale according to user needs could also result in lower customer churn and higher customer satisfaction, indirectly strengthening Teradata's market position.

However, competition in the AI/ML space is intense, with many players offering similar solutions. The unique value proposition here is the integration within Microsoft Fabric, which could provide a competitive edge by offering a more integrated and user-friendly experience compared to standalone AI/ML tools.

Short-term outlook: This announcement may not immediately drive significant revenue but presents a strong foundation for future growth.

Long-term outlook: If successfully adopted, this could fortify Teradata's position in the AI/ML market and lead to sustained revenue growth.

Tech Expert

Teradata AI Unlimited being integrated into Microsoft Fabric is a strategic move that enhances the product’s usability. By embedding ClearScape Analytics directly within the familiar Microsoft ecosystem, users can swiftly transition from data exploration to actionable insights. This eliminates the technical friction often encountered when configuring and integrating separate AI/ML tools.

The use of embedded notebooks and rapid start use cases significantly lowers the onboarding time for developers and data scientists. This is important because it allows for faster prototyping and deployment of AI models, potentially accelerating the innovation cycle within organizations. The ability to run on a scalable infrastructure like Microsoft Fabric ensures that the solution can handle large datasets and complex computations efficiently.

However, reliance on Microsoft Fabric means that users are somewhat tied to the Microsoft ecosystem. While this can be seen as a benefit due to the seamless integration, it may limit flexibility for organizations that use diverse cloud environments.

From a developer's perspective, the tools provided to create customer segments, analyze behavior and optimize customer journeys can lead to more personalized and effective marketing strategies, enhancing overall business performance.

In summary, this integration provides a robust set of tools for AI/ML development while leveraging Microsoft’s vast ecosystem to enhance usability and scalability.

Market Research Analyst

The integration of Teradata AI Unlimited into Microsoft Fabric opens new market opportunities. By leveraging Microsoft’s extensive customer base and ecosystem, Teradata can potentially access a larger segment of the market. This partnership can introduce Teradata’s AI/ML capabilities to organizations already invested in Microsoft technologies, facilitating quicker adoption.

The pay-as-you-go model and reduced setup time address common pain points in AI/ML adoption, making it attractive for organizations wary of high upfront costs and complex deployment processes. This could lead to broader market penetration, particularly among mid-sized enterprises that seek advanced analytics capabilities without the associated high costs.

On the flip side, the success of this integration largely depends on how well it is marketed and supported within the Microsoft ecosystem. Effective promotional strategies and seamless customer support will be vital to drive adoption and realize the potential market benefits.

Additionally, the specific use cases highlighted, such as customer journey analysis and segmentation, align well with current market demands for enhanced customer insights and targeted marketing strategies. This alignment suggests that Teradata is well-positioned to meet these demands, potentially driving higher adoption rates.

New software-as-a-service (SaaS) deployment for AI Unlimited includes embedded notebook and rapid start use cases to fuel Trusted AI innovation

SEATTLE--(BUSINESS WIRE)-- Teradata (NYSE: TDC) announced today at Microsoft Build that Teradata AI Unlimited, the company’s on-demand AI/ML (artificial intelligence/machine learning) workload, is now available in private preview in Microsoft Fabric. Teradata AI Unlimited in Microsoft Fabric extends user freedom to innovate with frictionless, on-demand access to ClearScape Analytics, empowering exploration, discovery and building of new AI innovations and use cases. And because users access Teradata AI Unlimited natively within the Microsoft Fabric ecosystem -- paying only for time spent -- AI Unlimited is designed to eliminate the fear of cost overruns and makes it easier and faster to move from breakthrough ideas, to testing, to real production environments.

“Teradata believes in a world where data scientists and developers are free to explore, experiment, and operationalize groundbreaking AI use cases,” said Daniel Spurling, Senior Vice President, Product Management at Teradata. “AI Unlimited in Microsoft Fabric continues our unwavering commitment to fostering AI innovation within the developer community. We first unveiled AI Unlimited at Microsoft Ignite in Q4 2023 as an original design partner, and since then, we’ve been working tirelessly with Microsoft Fabric to transform AI Unlimited into an integrated workload in Fabric. Today, we’re proud to deliver on this joint effort. As a workload in Fabric, AI Unlimited provides analytic explorers and developers with a comprehensive suite of AI/ML capabilities through ClearScape Analytics, all within a scalable and efficient environment."

Teradata AI Unlimited already makes it easy for users to adopt because of its low commitment (e.g., pay-as-you-go) and on-demand user experience. Teradata AI Unlimited workload in Microsoft Fabric reduces user-adoption friction even more as it eliminates the configuration steps an engine requires and instead provides the software on demand when the user is ready to engage. The Microsoft Fabric environment facilitates developer productivity using AI Unlimited capabilities in an easy to use and intuitive self-service interface. This gives users direct access to add new notebooks and enables them to explore analytic use cases and create new AI models and visualizations. AI Unlimited will be available alongside native Fabric engines and can leverage data in Microsoft Fabric OneLake.

“The availability of Teradata AI Unlimited workload in Microsoft Fabric enables organizations to deploy analytics from both providers in minutes and, through rapid AI experimentation and innovation, to deliver insights,” said Dipti Borkar, Vice President & General Manager at Microsoft.

AI Unlimited workload in Microsoft Fabric is prepopulated with an embedded notebook that seamlessly connects to ClearScape Analytics and includes several use cases that demonstrate the power of the offer, including:

• Financial customer journey
  • Teradata AI Unlimited workload in Microsoft Fabric empowers users to easily understand and enhance customer journeys with best-in-class data harmonization, machine learning, AI, and analytics capabilities.
    • Quickly analyze millions of digital and in-person touchpoints
    • Measure marketing effectiveness and performance across channels
    • Identify prospective customers
    • Accelerate customer conversions
    • Create more relevant, authentic experiences
    • Track and adapt to customer buying patterns
    • Discover upsell and cross-sell opportunities
• Customer behavior analysis
  • Customer data can be challenging to analyze because it’s stored in disconnected silos, or large volumes of data make timely, accurate analysis impossible. With AI Unlimited workload in Microsoft Fabric users can get critical insights on customer behavior.
    • Increase revenue with more seamless conversions
    • Drive sales through new leads
    • Reduce costs by improving operational efficiencies
    • Quickly identify and eliminate friction points
    • Easily create proactive customer service and marketing outreach
• Customer segmentation
  • Teradata AI Unlimited workload in Microsoft Fabric users can leverage highly scalable native processing functions to create ideal customer segments using word embeddings and clustering algorithms.
    • Combine embedded ClearScape Analytics functions with advanced AI/ML techniques to find the ideal number of customer segments
    • Segmentation can be used on its own for marketing and other tasks, or used in further predictive analytics use cases
• Data preparation
  • With Teradata AI Unlimited workload in Microsoft Fabric, users can leverage the massively parallel processing architecture of Teradata VantageCloud, combined with over 150 native functions to create rapid, seamless, and repeatable data transformation pipelines that will process a nearly unlimited amount of data at speed and scale.
    • Prepared data can then be integrated directly with Azure services (e.g., Enterprise Feature Store, Azure Machine Learning, or other development services) by staging data directly in Azure Data Lake Store or OneLake
    • Native capabilities in AI Unlimited enable developers and other AI/ML practitioners to reduce data prep time by 70% or more

Availability: AI Unlimited workload in Microsoft Fabric will be available in private preview in June 2024.

About Teradata

At Teradata, we believe that people thrive when empowered with trusted information. We offer the most complete cloud analytics and data platform for AI. By delivering harmonized data and Trusted AI, we enable more confident decision-making, unlock faster innovation, and drive the impactful business results organizations need most. See how at Teradata.com.

The Teradata logo is a trademark, and Teradata and ClearScape Analytics are registered trademarks 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/20240521071601/en/

January Machold

858-485-3049 office

January.Machold@Teradata.com

Source: Teradata

FAQ

What is Teradata AI Unlimited in Microsoft Fabric?

Teradata AI Unlimited in Microsoft Fabric is an on-demand AI/ML workload offering seamless integration with ClearScape Analytics and facilitating rapid AI innovation.

When will Teradata AI Unlimited in Microsoft Fabric be available?

It will be available in private preview in June 2024.

What are the key features of Teradata AI Unlimited in Microsoft Fabric?

Key features include embedded notebooks, financial customer journey insights, customer behavior analysis, segmentation, and data preparation with Teradata VantageCloud.

How does Teradata AI Unlimited in Microsoft Fabric address cost concerns?

It uses a pay-as-you-go model, meaning users only pay for the time spent using the service.

How does Teradata AI Unlimited enhance AI innovation?

It provides frictionless access to ClearScape Analytics, facilitating rapid experimentation and deployment of AI models with an intuitive interface.