Kapa.ai

Kapa.ai is a knowledge retrieval platform for building AI agents that answer questions from unstructured data. Its architecture connects directly to technical sources including GitHub Code, Confluence, Slack, Jira, and S3 buckets. The core Answer Engine™ is purpose-built for accuracy, grounding every response in the ingested documentation, citing its sources, and flagging uncertainty when information is conflicting or absent. Deployments can be made to websites, support forms, or accessed programmatically via its API/SDK, with initial webhook mapping required for some legacy ticketing systems. The platform is designed for technical support and developer relations teams seeking to automate front-line inquiries. In a daily workflow, it allows support engineers to build conversational agents that infer user intent for troubleshooting or FAQ responses, using pre-built dialogue templates. The system's analytics dashboard provides conversation and sentiment tracking to monitor support performance, while also highlighting user questions that reveal gaps in existing documentation, directly informing the content team’s strategy for knowledge base improvements.