Handbook Q&A Agent
Answers employee questions about company policies in natural language by retrieving and citing the exact handbook and policy passages.
Employee handbooks and policy libraries are dense, frequently updated, and scattered across intranets, PDFs, and HRIS knowledge bases, making it hard for employees to find precise answers on their own
HR teams field a steady stream of repetitive questions about PTO accrual, dress code, parental leave, and remote work rules that consume specialist time better spent on complex cases
Policies also vary by country, state, or business unit, so a generic answer can be wrong or even risky if applied to the wrong jurisdiction
Outdated cached answers or informal manager guidance can create inconsistent policy application and compliance exposure
The agent indexes the current handbook, policy documents, and country/state addenda, keeping embeddings synchronized whenever HR publishes an update. When an employee asks a question in plain language, it retrieves the most relevant passages, applies the correct jurisdictional variant based on the employee's location, and generates a grounded answer with direct citations back to the source policy. Questions it cannot answer confidently, or that touch on sensitive topics like leave or discipline, are automatically routed to a human HR specialist.
Policy Corpus Indexing
- Ingest handbook, policy documents, and jurisdictional addenda
- Chunk and embed content while preserving section and version metadata
- Tag content by country, state, and business unit applicability
- Re-index automatically whenever HR publishes a policy update
Question Understanding and Retrieval
- Parse the employee's question and detect the underlying policy topic
- Identify the employee's location and applicable policy variant
- Retrieve the most relevant passages with confidence scoring
- Disambiguate vague questions with a clarifying follow-up
Grounded Answer Generation
- Compose a plain-language answer strictly grounded in retrieved text
- Attach direct citations and links to the source policy section
- Flag any ambiguity or policy gaps rather than guessing
- Offer a one-click path to escalate to an HR specialist
Escalation and Feedback Loop
- Route low-confidence or sensitive questions to HR specialists automatically
- Log unanswered or frequently escalated questions
- Surface question trends to HR for handbook clarity improvements
- Track answer accuracy via employee feedback ratings