CASE STUDY

Streamlining User Interactions through Advanced AI Capabilities

AT A GLANCE

Beam Data developed an AI-driven chatbot to enhance customer support by automating responses to FAQs, reducing the support team’s workload by 40%, and providing 24/7 instant assistance. The project included AI chatbot development, a streamlined interface using Streamlit, and Docker-based deployment for consistency and scalability.

Client information

Company Name
DriverDx
location
Barrie, Ontario, Canada
SIZE
Small Business
INDUSTRY
Logistics/Transportation
Services Provided
AI Chatbot Development
40%
Support team workload reduction, ensuring staff can focus on other pertinent tasks
100%
Query resolution rate reached for FAQs ensuring inquiries are handled automatically
24/7
Availability, ensuring users have consistent access to support regardless of the time of day.

CHALLENGE

The client was seeking to improve customer support by reducing response times and manual intervention in addressing queries from carriers and drivers.

SOLUTION

A chatbot leveraging the Langchain RAG model was developed within a Docker container to provide efficient query understanding and information retrieval. A streamlined Streamlit interface ensures seamless interaction, enabling carriers and drivers to quickly input queries and receive accurate responses. Docker containerization ensures application consistency and stability across deployment environments, further enhancing the reliability of the solution.

IMPACT

  • Enhanced User Experience: The chatbot provides instant, 24/7 responses, ensuring users have consistent support availability and improving interaction on the DriverDX platform.
  • Automated Query Resolution: Resolves 100% of FAQs without requiring human intervention, streamlining support processes and reducing response times.
  • Reduced Support Team Workload: Decreased the number of queries routed to human staff by 40%, enabling the team to focus on handling complex issues.
  • Operational Efficiency: Automation enhances support scalability while maintaining a high standard of user satisfaction.

TOOLS

OpenAI
Langchain
Streamlit
Docker

Working with the team at BeamData was an insightful and fulfilling experience. As CEO of DriverDX Inc. I had zero working knowledge in Artificial intelligence, machine learning, large language models and chatbots. Each member of their team excelled in their specific department and thoroughly delivered the information in everyday language I could retain, and share.

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