This is a concept project built to demonstrate our approach and technical capability. It is not a paid client engagement.

Client
Concept project
Industry
SaaS
Services
Artificial Intelligence, NLP
Year
2026

An AI assistant that answers customer questions from a company’s own help-center articles and hands off to a human when unsure.

The challenge

Support teams spend hours answering the same questions, while customers wait for replies outside business hours.

Our solution

A retrieval-augmented assistant indexes help articles, answers with source links, logs every conversation and escalates to a human agent through the existing ticketing tool.

24/7Availability
SourcesShown with every answer
1 clickHand-off to a human

Technology

FastAPILangChainOpenAI APIReact

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