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HR Buddy

Friendly People & Culture assistant grounded in an organisation's own documents

A trusted People & Culture assistant for staff. HR Buddy answers questions on internal P&C processes, culture initiatives, and policy or EA matters — drawing only from approved documents and pointing back to the source every time.

An example of work I've completed, shown to illustrate approach and capability. Every Context Wizardry Solutions engagement is custom built around the client's own context, systems, and constraints — nothing here is an off-the-shelf product.

Purpose

Give every employee fast, friendly access to accurate People & Culture information — without the back-and-forth of finding the right person to ask or the right document to read.

Who it helps

Employees with everyday P&C questions, plus the HR and People & Culture teams who would otherwise field the same routine queries.

What it does

  • ✦Searches only the provided internal P&C documentation — never general knowledge, never assumptions
  • ✦Returns a brief, warm, plain-English summary of the relevant answer
  • ✦Provides clickable markdown links to the source documents and sections
  • ✦Politely flags when an answer can't be found in the available documents instead of guessing
  • ✦Covers People & Culture processes, culture initiatives, policy questions, and EA-related matters

How it was built

HR Buddy was loaded with an organisation's internal People & Culture documents as its knowledge base, then retrieved the most relevant passages at query time (RAG). Every response is grounded in those approved documents — no hallucinated entitlements, no invented policies. When the documents are updated, the knowledge base is refreshed and the answers update with it. The same pattern can be rebuilt against whatever document set a team already maintains.

What makes it different

  • ✦Strict grounding — refuses to answer beyond what the documents say
  • ✦Friendly, conversational tone designed for everyday staff use
  • ✦Always returns clickable source links so staff can verify and read further
  • ✦Includes a built-in disclaimer pattern so staff know to confirm anything ambiguous with HR

What it was designed to achieve

  • ✦Less load on HR and People & Culture teams for routine queries
  • ✦Greater staff confidence finding policy and process information
  • ✦Consistent, source-backed answers across the organisation
  • ✦Faster onboarding and self-service for everyday P&C questions

Want something similar for your team?

I don't resell what's on this page. I'd design and build something new — shaped around your people, your documents, and the way your team actually works.

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