Enhancing existing workflows with LLMs

Large Language Models for Business

Iason Prassides

Content Developer, DataCamp

LLMs and businesses

  • Invaluable assets for businesses
  • Can span many sectors and industries
  • Trained on extensive datasets
    • Streamline processes
    • Enable data-driven decision-making
  • Implement LLMs into existing workflows
    • Boost efficiency
    • Gain insights

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Large Language Models for Business

Use cases

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Large Language Models for Business

Use cases

Image showing two possible use cases for LLMs

Large Language Models for Business

Use cases

Image showing three possible use cases for LLMs

Large Language Models for Business

Use cases

Image showing four possible use cases for LLMs

Large Language Models for Business

Use cases

Image showing five possible use cases for LLMs

Large Language Models for Business

Use cases

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Large Language Models for Business

Easy workflow enhancement

  • High effort task to implement LLMs!
  • Scrap everything and start from zero
  • Actually easier than you think

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Large Language Models for Business

Where to begin?

  • LLMs excel at many tasks
    • Hard to know where to start using them
  • In business, summarization and personalization important
    • Accelerate and augment manual work
Large Language Models for Business

To infinity and beyond!

  • Celestial Voyages Travel Agency (CVTA)
  • High volume of inquiries about destinations, travel tips, and itineraries
  • Implement LLM into customer contact system to summarize:
    • Extensive travel guides
    • Hotel reviews
  • LLM can tackle ordinary requests, allowing travel agents more time for intricate itineraries

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Large Language Models for Business

Personalized responses

Example of Google's ad platform dynamically adjust to provide personalised advertising

  • Exceptional tool for marketing and customer outreach
  • No need for just generic information
  • Automatically created assets
    • Like Google's ad platform providing personalized experiences
Large Language Models for Business

To use or not to use?

  • Not every process needs LLMs
  • LLMs are specialized tools for specific uses
  • Repetitive language tasks
    • Responding to customer questions
  • Processes that are impractical to scale with only humans
    • Responding to every search result with custom marketing

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Large Language Models for Business

Let's practice!

Large Language Models for Business

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