What It Does
A conversational AI assistant designed to handle routine customer support queries using your company's own knowledge base. It answers common questions instantly, provides accurate responses based on your documentation, and passes more complex issues to a human agent with the full conversation context preserved.
The Business Problem
Support teams spend a large portion of their time answering the same questions repeatedly. This creates delays for customers and limits the time agents can spend on more important issues. By grounding responses in your existing documentation, the chatbot handles routine requests accurately and instantly, allowing your team to focus on the interactions that genuinely require human judgement.
What Was Built
Retrieval pipeline connected to the company knowledge base so answers are based on real documentation rather than generic responses
Semantic search across embedded documents stored in a vector database
Conversation memory allowing the assistant to maintain context across multiple messages
Confidence based escalation so complex cases are passed to human agents when needed
API based architecture allowing integration into websites, apps, or helpdesk systems
Business Impact
Handles routine customer questions around the clock
Reduces the number of tickets reaching human agents
Provides answers grounded in company documentation
Allows support teams to focus on higher value interactions
Improves response speed without increasing headcount