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Conversation AI Agent

AI-Powered Customer Support Platform for the Financial Services Industry

A leading financial-services technology company transformed customer support with an AI-powered voice assistant — combining conversational AI, cloud telephony, and enterprise integrations for intelligent, real-time interactions.

Key Challenges

The client needed to modernize customer support by replacing traditional IVR with an AI voice assistant that understands intent, integrates with backend systems, and automates routine interactions while escalating complex cases to live agents.

Key Results

A conversational AI support platform now handles voice interactions end to end — understanding intent, retrieving grounded answers, executing backend actions, and handing off to agents with full context — reducing manual effort and improving resolution.

Our Solution

  • Built intelligent voice workflows using Amazon Connect.
  • Processed conversations in real time with AWS Lambda and OpenAI.
  • Implemented RAG for accurate, business-specific responses from enterprise knowledge bases.
  • Integrated backend APIs to automate processes like sending payment links and retrieving customer info.
  • Enabled seamless handoff to live agents with complete conversation context.

Technologies

Amazon ConnectAWS LambdaOpenAI GPT-4oRAGPinecone / Weaviate / FAISSREST APIsAWS Cloud

Business Impact

Reduced manual support effort by automating routine interactions.
Delivered faster, more accurate responses through AI-driven conversations.
Improved experience with natural, context-aware voice interactions.
Enabled real-time business workflows through enterprise integrations.
Increased team productivity with conversation context at handoff.
Built a secure, scalable cloud-native architecture for future AI.
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