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LLMs in Enterprise

You're reading from   LLMs in Enterprise Design strategies for large language model development, design patterns and best practices

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Product type Paperback
Published in Apr 2025
Publisher Packt
ISBN-13 9781836203070
Length
Edition 1st Edition
Languages
Concepts
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Authors (2):
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Ahmed Menshawy Ahmed Menshawy
Author Profile Icon Ahmed Menshawy
Ahmed Menshawy
Mahmoud Fahmy Mahmoud Fahmy
Author Profile Icon Mahmoud Fahmy
Mahmoud Fahmy
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Summary

In this chapter, we explored the transformative impact of LLMs across various enterprise sectors, emphasizing their vast potential and the significant challenges in integration and deployment. We began by addressing the pervasive issue of unstructured data in enterprises, where over 80% of data is unstructured. LLMs have proven crucial in transforming this data into actionable insights, enabling businesses to develop contextual models that analyze this information for informed decision-making and pattern detection.

We demonstrated how LLMs are being utilized in sectors like financial services, healthcare, retail, e-commerce, and education. In financial services, LLMs automate customer interactions and personalize advice, while in healthcare, they support diagnostic and treatment processes. In retail, these models enhance shopping experiences and optimize inventory management, and in education, they facilitate scalable, personalized learning.

However, the integration of these advanced...

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