HR & People
HR policy knowledge base
A RAG system over HR policies, handbooks, and procedures that answers employee questions accurately. Reduces routine query volume to HR teams.
30–50%
reduction in routine HR query volume
Use case assessment
Minor improvement. Small efficiency gain with limited effect on overall turnover or bottom line.
Relatively straightforward. Off-the-shelf tools handle the core task. Implementation is well-understood with good examples to follow.
Moderate data needs. Works with data most businesses hold, but will likely need consolidation, cleaning, or reformatting before use.
Moderate risk. Some customer or external exposure. Errors create rework or reputational impact but are recoverable.
Light people impact. A new tool slots into an existing workflow. Minimal training needed. Most people will adapt quickly.
Tooling required
Things to consider
Policy currency is critical. If the knowledge base contains outdated policies, the system gives wrong advice to employees at scale. Governance of the knowledge base is as important as the technology.
Some HR questions have legal implications (disciplinary, grievance, absence). Define which question types require human HR involvement and make escalation easy.
Clear attribution (the system should cite the policy it's drawing from) helps employees trust the answer and creates an audit trail.
The governance question is as important as the technical question: who owns keeping the knowledge base current, and what is the process for updating it when policies change? Decide this before launch.
Experiment starter: Build a simple RAG system over your HR handbook and your top 10 most-referenced policies. Have the HR team test it with 50 questions they receive regularly and rate accuracy. If the system answers 80%+ correctly with appropriate policy citations, run a two-week pilot with a small group of employees.
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