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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

Production patterns you'll master

Data PipelineVector DBGuardrailsMCP ServerObservability

Synthetic data included

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

What you walk away with

Shareable portfolio

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

All the code

Download everything as a ZIP — pipelines, guardrails, deployment configs. Yours forever.

Module walkthrough

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

Ready to build your ai hr assistant?

Free during the early adopter program. No credit card required.