AI Assistant for Policies & Organizational Knowledge
Employees ask questions in plain language and get accurate answers from policy documents, procedures, and regulations - with source citations and department-level access control.
Accurate answers from company knowledge
AI Assistant for Policies & Organizational Knowledge - Main Dashboard
Project Overview
CLIENT
Enterprise Knowledge Management
TIMELINE
8 weeks
ROLE
Full-Stack Architect
Employees were spending hours digging through policy documents, SOPs, and compliance guides to find answers. I built an AI assistant that lets anyone ask a question in plain language and get an accurate, source-cited answer from the company knowledge base - with department-level access control so people only see what they are authorized to.
The Challenge
Accuracy
AI assistants can give confident but wrong answers. The system needed a built-in quality framework to ensure answers are accurate and trustworthy.
Source Grounding
Every answer must reference the exact document section it came from - employees and compliance teams need to verify the source, not just trust the AI.
Document Scale
The organization has thousands of policy documents across departments - the system must process, organize, and search them all efficiently.
Security
Policy documents contain sensitive information. HR policies should only be accessible to HR, financial procedures only to finance - strict department-level access control.
The Solution
An intelligent knowledge assistant that processes your entire document library, understands questions in natural language, and returns accurate answers with source citations - with continuous quality monitoring to ensure reliability.
RAG_PIPELINE
Intelligent Document Search
Upload your documents and the system automatically organizes them for AI-powered search - employees ask questions in plain language and get relevant answers in seconds.
EVAL
Answer Quality Monitoring
Automated quality checks ensure answers remain accurate over time - if quality drops, the system flags it before employees get bad information.
CITATIONS
Verified Source References
Every answer includes clickable links to the exact document sections used - so employees and auditors can verify the source themselves.
ACCESS
Department-Level Access Control
Employees only see answers from documents they are authorized to access - HR policies stay with HR, financial procedures stay with finance.
Technology Stack
Backend
AI
Frontend
Results
Answer accuracy
Avg response time
Documents indexed
Source citation rate
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