Canada
Puerto Rico
USA
Belgium
France
UK
India
Client Background
A distinguished healthcare technology firm specializing in Behavioral health, Population health management, and Value-based care solutions, expressed the need for a comprehensive AI-enabled Enterprise Chatbot Platform.
Client Need
The objective was to build prototypes covering various conversation flows, including documents, PDFs, and video files, tailored for distinct business segments such as Payers, Providers, Pharma, and Government agencies
The platform was expected to harness Generative AI and NLP techniques, providing a conversational feel to end-users
Azure and GCP cloud options were essential to cater to potential customers across diverse business segments
Solution
Implementing the desired functionalities on GCP and Azure, we utilized each platform’s development suite to create conversational interfaces
A Flask application served as the middleware for the chatbots, ensuring seamless integration and efficient communication
The chatbot functionalities encompassed multi-lingual support for conversations, speech-to-text, and text-to-speech capabilities
Generative responses from OpenAI’s LLM, grounded in the provided documents, were integrated, along with the ability to render rich responses such as YouTube videos, cards, and quick replies/suggestions
Realized Benefits
The developed platform exhibits significant advantages:
Reusability: The platform is 80-90% reusable, enabling swift extension of features to potential customers with minimal development effort.
Flexibility with NLU Engine and Gen AI: The ensemble approach, integrating NLU engines and Gen AI, provides flexibility to address diverse chat-based scenarios
Efficiency in Customer Interaction: The chatbot serves as the first contact with customers, guiding them with information from the client’s website. It minimizes the effort required to navigate through documentation by offering summarized solutions with relevant document references. This efficiency streamlines customer interactions and enhances the overall user experience
Tools & Technologies
Python
Azure
Google Cloud
Open AI
Dialogflow
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