Knowledge & reasoning / PROPOSED CONCEPT
HR policy assistant.
Answers from approved policies. A person for the rest.
Proposed concept — not a released product or client work.
The opportunity
A real need.
A considered response.
HR teams answer the same policy questions every week, and employees wait for simple answers. An assistant answers from the current approved policies, shows the source and passes personal or sensitive matters to a person.
DESIGNED AROUND
Employees with questions about leave, benefits and procedures, and the HR team that answers them.
The experience
What this could make possible.
Handoff to HR for personal cases
Policy version awareness
Unanswered questions logged for HR
01
Ask a policy question
→02
Find the current approved policy
→03
Answer with the source
→04
Hand personal matters to HR
Under the surface
The engineering
behind the experience.
Architecture is a starting hypothesis. Discovery and representative tests decide what belongs in the first build.
POTENTIAL CONNECTIONSPolicy document storeHR helpdesk or emailSingle sign-on
01Architecture to explore+
- Retrieval over versioned, approved policy documents
- Topic rules that route personal or sensitive cases to people
- Evaluation set of common questions with expected answers
02Integration dependencies+
Policy document store, HR helpdesk or email, Single sign-on. Confirm access, data ownership, update frequency and failure behaviour during discovery.
03Validation and human control+
Measure answer accuracy against the policy, appropriate handoffs and repeat questions to HR. No decisions on individual cases, pay or performance. Personal and sensitive matters always go to a person.
A useful first step
Start small.
Learn something real.
One policy area such as leave, with HR reviewing a sample of answers every week of the pilot.
Evidence to look for
Measure answer accuracy against the policy, appropriate handoffs and repeat questions to HR.
A boundary to design for
No decisions on individual cases, pay or performance. Personal and sensitive matters always go to a person.
Proposed scope, not a delivery commitment. Data, permissions, operational constraints and sector requirements need review before implementation.
Connected capabilities
Knowledge & Document AIChatbot & Voice AI DevelopmentAI Evaluation & OptimisationResearch behind the direction
AnthropicBuilding effective agents ↗AnthropicDemystifying evals for AI agents ↗These sources inform technical possibilities. They do not demonstrate a Tomatrix deployment or endorse this proposed product.
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PRODUCT EXPLORATION: HR policy assistant Status: Proposed concept — scope and feasibility to be agreed. Our context: To be discussed. Who this could help: Employees with questions about leave, benefits and procedures, and the HR team that answers them. A useful first pilot: One policy area such as leave, with HR reviewing a sample of answers every week of the pilot. What to evaluate: Measure answer accuracy against the policy, appropriate handoffs and repeat questions to HR. Important boundary: No decisions on individual cases, pay or performance. Personal and sensitive matters always go to a person. Integrations to explore: Policy document store, HR helpdesk or email, Single sign-on Concept reference: /products/hr-policy-assistant
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