Case Study: AI-based Chatbot Framework for Multiple Industries
Chatbots utility in various Industries
Introduction In today's world, customer service and engagement have become essential for every industry. However, providing 24x7 customer support can be challenging for companies. AI-based chatbots can provide instant customer support and reduce the workload on the customer service team.
Context Our company developed an AI-based chatbot framework that supports multiple dialog flows, integrations, and actions. We developed chatbots for various sectors, including legal, marketing, debt settlement, telecom, and hotels.
Problem Statement The client wanted a chatbot that could provide 24x7 customer support and reduce the workload on the customer service team. They also wanted the chatbot to have spam detection capabilities and be fully customizable according to their requirements.
Solution Approach We developed a customizable Deep Learning-based framework using Word Vectors and NLP (Natural Language Processing) and NLU (Natural Language Understanding) techniques. We used semi-automated data creation for the chatbot to reduce the turnaround time. To improve efficiency, we incorporated spell-checking, intent, and entity detection features in the chatbot. We also included chatbot interaction using audio for user convenience. The chatbot was compatible with various social media platforms and supported product integrations.
Results Our AI-based chatbot framework successfully provided 24x7 customer support to clients in various industries. The chatbots had a high accuracy rate and could handle multiple dialog flows and integrations. The spam detection capabilities made the chatbot more efficient and reliable. The fully customizable feature helped clients tailor the chatbot according to their requirements.
Conclusion Our AI-based chatbot framework is a versatile and efficient solution that can be customized according to various industry requirements. With the incorporation of Deep Learning techniques and NLP, we were able to develop chatbots with high accuracy and reliability. The multiple integrations and product support made the chatbot a convenient option for clients.
Power in Numbers