Expanding Claude usage in business applications

Introduction to Claude Models

Nikhil Rangarajan

Data Scientist

Common business applications

  • Customer support automation

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Introduction to Claude Models

Common business applications

  • Customer support automation
  • Content classification and tagging

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Introduction to Claude Models

Common business applications

  • Customer support automation
  • Content classification and tagging
  • Document analysis and summarization

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Introduction to Claude Models

Common business applications

  • Customer support automation
  • Content classification and tagging
  • Document analysis and summarization
  • Email drafting and response generation

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Introduction to Claude Models

Customer support automation example

system_msg = "You're a helpful customer 
service agent. Be polite, concise, and 
always end with asking if there's 
anything else you can help with."

customer_query = "I can't log into my 
account and getting an error message"

response = client.messages.create(
model="..", max_tokens=150, 
system=system_msg,
messages=[{"role": "user", "content": 
           customer_query}])
  • Consistent tone and approach
  • Handles common inquiries
  • Reduces response time
  • Maintains service quality
Introduction to Claude Models

Content classification system

classification_prompt = """
Classify this customer feedback into 
categories: 
Product Issue, Shipping Problem, 
Billing Question, or General Inquiry

Feedback: "My order arrived damaged 
and I need a replacement"
"""
  • Organizes customer feedback
  • Routes issues to right teams
  • Identifies trending problems
  • Improves response efficiency
Introduction to Claude Models

Cost considerations for business use

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  • 📃 Token usage scales with content length
  • ⬆ API calls add up with high volume
  • 🤖 Balance automation vs human oversight
  • 📈 Monitor usage patterns and optimize
Introduction to Claude Models

Safety and compliance considerations

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  • Review outputs for accuracy
  • Implement human oversight for critical decisions
  • Protect sensitive customer data
  • Maintain audit trails for compliance

Blue shield with white check mark, representing cybersecurity, data protection, or secure network connections.

Introduction to Claude Models

Let's practice!

Introduction to Claude Models

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