Kapa.ai

Kapa.ai is an AI assistant platform that builds chatbots directly on top of an organization's existing technical content, including product documentation, knowledge bases, and support guides, helping teams scale technical support and provide instant, accurate answers to user questions without requiring every question to reach a human support engineer. Rather than starting from a generic AI model with no specific knowledge of a company's product, Kapa.ai grounds its responses in the actual documentation and support content an organization has already written, which helps reduce the kind of confidently incorrect answers that can occur when a general-purpose AI model attempts to answer product-specific technical questions purely from general training knowledge. The platform targets developer-facing companies and technical products where users frequently have specific implementation, configuration, or troubleshooting questions that existing documentation already answers somewhere, but where finding the exact relevant section quickly is itself a significant friction point that an accurate, documentation-grounded chatbot can eliminate.