Modernizing Data Platforms for AI/ML and Gen AI
Organizations everywhere are hitting a critical inflection point — traditional Hadoop environments can’t keep up with the demands of AI, ML, and GenAI. Fragmented architectures, rising costs, and complex maintenance cycles are slowing innovation.
It’s time to modernize.
In this new white paper, Modernizing Data Platforms for AI/ML and Gen AI, you’ll discover:
- Why Hadoop requires up to 20x more CPU resources and 10–15x more energy than modern alternatives.
- How Teradata Vantage unifies data and analytics into one platform—reducing staffing needs by up to 90%.
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The roadmap to migrate from Hadoop to a scalable, AI-ready analytics ecosystem.
- How integrated ClearScape Analytics® brings advanced AI and ML capabilities directly into your data platform.
Modernization isn’t just about performance — it’s about positioning your business for the AI-driven future.



