Client Overview:
A mid-sized e-commerce retailer struggling to manage customer queries during peak seasons, leading to delayed responses and unsatisfied customers.
Challenge:
- High query volume overwhelming the support team.
- Limited operational hours, causing customer dissatisfaction.
- High operational costs for 24/7 human support.
Solution:
We developed an AI bot powered by advanced natural language processing (NLP) to:
- Handle 90% of routine queries instantly.
- Escalate complex cases to human agents seamlessly.
- Operate 24/7 with multilingual support.
Key Features:
- Machine Learning Models: Improved accuracy over time through user interactions.
- Integration: Easily integrated with the client’s CRM and helpdesk software.
- Customizable Responses: Tailored the bot’s tone and branding to match the client’s voice.
Tech Stack:
- Python (for AI development)
- TensorFlow (for NLP and machine learning)
- Twilio API (for communication integration)
- React (for chatbot UI)
Results:
- Efficiency Gains: Reduced query resolution time by 60%.
- Cost Savings: Operational costs reduced by 40%.
- Customer Satisfaction: CSAT scores improved by 25%.
Keywords: AI customer support bots, business automation with AI, multilingual chatbot development.