Skip to main content
Home/Case Studies/HR Copilot
Enterprise Copilot · Human Resources

A grounded HR copilot employees actually trust.

A retrieval-grounded assistant over a large HR function’s policies, benefits and process documents — so staff get accurate, cited answers instead of digging through PDFs and portals.

[[00%]]Grounded, cited answers
[[00%]]Faster answers
[[00k]]Documents indexed
At a glance
Enterprise HR function
Scattered policy docs
RAG-grounded copilot
Cited, self-serve answers

Employees now self-serve accurate, cited HR answers instead of raising tickets.

Enterprise Copilot · Human Resources

Grounded HR Knowledge Copilot

Human Resources · Enterprise
Challenge

HR teams fielded the same policy and benefits questions repeatedly, and employees struggled to find current, authoritative answers across scattered documents and an ageing portal.

Approach

We built a RAG pipeline over the HR corpus with hybrid retrieval, PII-aware handling, guardrails and citation-backed generation, delivered inside the tools employees already use.

Impact

Employees self-serve accurate, cited HR answers and the HR team spends less time on repetitive queries. [[Replace with an approved metric, e.g. X% fewer routine tickets.]]

What we used

Technology

LangChain LlamaIndex Vector database Hybrid retrieval Guardrails PII redaction

Have a similar challenge?

Let's scope what a proof of concept would look like on your data.

Book a consultation