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AI Chatbots

Internal HR & Policy Assistant

Retail · UKOctober 2024

About this project

A private AI assistant deployed inside the corporate intranet of a national retailer. Trained on HR policies, employee handbook, IT procedures, and benefits documentation. Accessible only to authenticated employees.

Key outcomes

  • 1,400 active monthly users within six weeks of launch
  • HR team reported 40% reduction in routine policy enquiries
  • Zero data sent to external LLM providers — fully self-hosted inference

Category

AI Chatbots

Technologies used

Next.jsLLaMA 3pgvectorPostgreSQLSAML SSOSelf-hosted

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