Knowledge Ingestion
Chatbots pull in FAQs, policy handbooks, course catalogs, event calendars, and interface with campus systems (e.g., LMS, CRM) to build a comprehensive knowledge graph.
Intent Recognition & Entity Extraction
Advanced NLP models parse student inputs—whether typed or spoken—identify intent (“How do I reset my password?”) and extract key entities (username, course code).
Response Generation & Workflow Triggers
Based on intent and context, the bot delivers precise answers (“Click ‘Forgot Password’ on the login page, then follow the emailed link”) or triggers backend workflows, such as issuing a ticket, booking an advising session, or sending notifications.
Escalation & Handoff
For complex, sensitive, or unresolved issues, the chatbot seamlessly hands the conversation off to human agents, supplying them with the context and transcript to expedite resolution.