Technology

Dell and H2O.ai target the token-cost problem with vertical AI models

**Dell and H2O.ai Team Up to Tackle the High Cost of AI**

Dell Technologies and H2O.ai are joining forces to create vertical AI models that can be used directly in industries like healthcare, finance, and manufacturing, bypassing the need for expensive generative AI models.

The partnership addresses a major issue plaguing enterprises: the skyrocketing cost of AI models, often measured in tokens, that are used to power generative AI capabilities like natural language processing and computer vision. As artificial intelligence adoption accelerates inside enterprises, the economics of generative AI are forcing a fundamental rethink. Runaway token costs, data sovereignty demands, and a growing gap between AI pilots and production ROI are pushing organizations to consider more practical and cost-effective solutions.

Vertical AI models , also known as “domain-specific models,” are designed to operate within specific industries or use cases, allowing for more targeted and efficient AI deployments. By leveraging these models, organizations can reduce their reliance on expensive generative AI models and minimize the risks associated with data breaches and intellectual property theft.

**What this means**

For businesses looking to implement AI, the partnership between Dell and H2O.ai offers a promising solution to the high cost of AI adoption. By using vertical AI models, organizations can cut costs, improve data sovereignty, and increase the return on investment for their AI initiatives.

The move also underscores the growing recognition of the need for more practical and cost-effective AI solutions that meet the specific needs of industries and use cases. As the technology landscape continues to evolve, expect to see more partnerships and innovations aimed at making AI more accessible and affordable for businesses of all sizes.

**Industry Implications**

The partnership has significant implications for the AI industry as a whole. It highlights the importance of developing domain-specific models that cater to the unique needs of industries and use cases. This shift in focus could lead to a more widespread adoption of AI across various sectors, as organizations become more willing to invest in tailored solutions that deliver tangible value.

As the AI landscape continues to expand, the Dell-H2O.ai partnership serves as a testament to the growing demand for cost-effective and practical AI solutions. By addressing the pressing issues surrounding AI adoption, the partnership sets the stage for a future where AI is more accessible, affordable, and beneficial for businesses and industries.

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