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$20

AI HR Assistant

Build an AI assistant that answers employee questions about policies, benefits, and procedures — sourced from real HR documents.

"What's our parental leave policy for employees in California?"

6 Modules

Each module builds on the previous one. By the end, you have a complete production system.

  1. 1

    Data Lake

    HR document ingestion pipeline

  2. 2

    Encode

    Policy-aware chunking + embeddings

  3. 3

    Retrieve

    Hybrid search with policy scoring

  4. 4

    AI Gateway

    HR guardrails + PII masking

  5. 5

    HR App

    Chat UI with policy citations

  6. 6

    Deploy

    Slack bot + MCP server

Skills you'll practise

Data PipelineVector DBGuardrailsMCP ServerObservability

Practice data included

  • Employee handbook
  • Benefits PDFs
  • Org chart
  • Policy documents
  • PTO records

How this certificate is scored

Your certificate shows how many of your written answers met the rubric below, checked by an AI grader. Anyone who checks your certificate sees it.

  • You answer 6 short questions, one for each module, in your own words (at least 40 words each).
  • An AI grader checks each answer against what its module asks for: it must answer the question, use the course's practice case specifically, and be correct.
  • To pass, at least 5 of the 6 answers must meet that bar. The certificate says the answers were graded by AI.

The rubric

  1. Module 1, Data Lake: HR document ingestion pipeline.
  2. Module 2, Encode: Policy-aware chunking + embeddings.
  3. Module 3, Retrieve: Hybrid search with policy scoring.
  4. Module 4, AI Gateway: HR guardrails + PII masking.
  5. Module 5, HR App: Chat UI with policy citations.
  6. Module 6, Deploy: Slack bot + MCP server.

What you walk away with

Shareable portfolio

A public URL showing your module timeline, patterns mastered, and completion status.

Everything you build

Download all your work as a ZIP file. It is yours to keep.

Module walkthrough

Each module documented with deliverables and the production pattern you implemented.

Ready to start AI HR Assistant?

First course free. $20 per course after that.