Teradata Unveils New Capabilities for Enterprises to Deploy Generative AI Use Cases with Immediate ROI

Strategic Insights -

Teradata, a leading provider of cloud analytics and data platforms for AI, has announced new capabilities for its VantageCloud Lake and ClearScape Analytics that enable enterprises to easily implement and see immediate ROI from generative AI (GenAI) use cases. With the introduction of bring-your-own LLM (BYO-LLM), Teradata customers can now deploy small or mid-sized open LLMs, including domain-specific models, in a cost-effective and secure manner.

Key Takeaways:

  • Teradata's new BYO-LLM capability allows customers to choose the best model for their specific business needs, leveraging existing open-source LLMs from providers like Hugging Face.
  • 84% of executives expect ROI from AI initiatives within a year, and Teradata's new features aim to deliver immediate business value through practical use cases.
  • Organizations can minimize expensive data movement and maximize security, privacy, and trust by bringing the LLMs to the data, rather than moving the data to the LLMs.
  • Teradata's collaboration with NVIDIA includes the integration of the NVIDIA AI full-stack accelerated computing platform, which accelerates trusted AI workloads large and small.
  • Real-world GenAI use cases include regulatory compliance, healthcare note analysis, product recommendations, and customer complaint analysis, which can be optimized using small or mid-sized LLMs.
  • Teradata customers can switch to models with less vendor lock-in as more open LLMs come to market, ensuring adaptability and flexibility.
  • VantageCloud Lake will support model fine-tuning via GPUs, allowing customers to customize pre-trained language models to their own organization's dataset.

Statistics:

  • 46% of AI leaders plan to leverage existing open-source LLMs in their generative AI strategy (Source: Forrester).
  • 30,000+ domain-specific models available on Hugging Face's model repository (Source: Hugging Face).
  • 350,000+ LLMs available on Hugging Face's model repository (Source: Hugging Face).
  • 84% of executives expect ROI from AI initiatives within a year (Source: Teradata).
  • 1H 2025: Availability of ClearScape Analytics BYO-LLM on Azure and Google Cloud (Source: Teradata).
  • 1H 2025: Fine-tuning availability on VantageCloud Lake (Source: Teradata).

Sources:

  • Teradata (Source: Business Wire)
  • Forrester (Source: Forrester Research)
  • Hugging Face (Source: Hugging Face)
  • Teradata (Source: Teradata.com)
  • NVIDIA (Source: NVIDIA.com)