ConversAI – AI Chatbot for 24/7 Customer Support

Developed ConversAI Support, an intelligent, context-aware chatbot system for customer support automation across multiple industries. Powered by state-of-the-art NLP models and deep learning frameworks, it understands intent, handles multi-turn dialogues, and seamlessly escalates to human agents when needed. Integrated with enterprise CRM and ticketing platforms to ensure continuity and data consistency. The platform is scalable to millions of conversations monthly with near real-time response times.

Technologies: Python, Rasa, TensorFlow, Kubernetes, REST API, PostgreSQL

Project Requirement

  1. Build a smart chatbot for customer support

  2. Understand product-related queries and FAQs

  3. Escalate complex issues to human agents

  4. Integrate with CRM and knowledge base

Solution & Result

Our Solution:

  1. Built NLP model using Rasa + spaCy for intent detection

  2. Trained on 500+ common queries

  3. Integrated with Zendesk ticketing system and CRM

  4. Added multilingual capabilities (English, Arabic, Urdu)

  5. Deployed across website and Facebook Messenger

📈 Results Achieved:

  1. Automated 78% of support tickets

  2. Average response time reduced from 7 mins to 15 seconds

  3. Customer satisfaction improved by 33%

  4. Monthly cost savings of over $3,500 in support operations