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Vatsal Shah
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AI Agent
Compliance •HR •Legal

Compliance Chatbot

Assist employees with policy and compliance questions using AI search and verified document citations.

Overview

This chatbot retrieves answers from official policies and compliance documentation, ensuring employees receive accurate and cited responses. Complex queries are routed to human experts for review, while all interactions are logged for auditing. Useful across HR, legal, and finance functions to improve policy adherence and reduce compliance risk.

How to Build This Solution

Practical guide with tools, frameworks, and resources to build your own AI solution

1

Document Indexing

Process and index compliance content for retrieval.

Recommended Tools & Resources

Pinecone
Database

Vector database for semantic document search.

LangChain Text Splitters
Library

Prepare documents for embedding with context preservation.

OpenAI Embeddings
API

Generate embeddings for semantic retrieval.

2

Chatbot Logic

Develop retrieval-augmented generation flow with citation and escalation.

Recommended Tools & Resources

LangChain RAG
Framework

Framework for retrieval-augmented question answering.

Anthropic Claude
LLM

LLM optimized for reliable citation and structured outputs.

Redis
Database

Cache frequent queries and responses to improve performance.

3

Audit & Compliance Tracking

Implement audit logging and analytics for oversight.

Recommended Tools & Resources

MongoDB
Database

Store chat transcripts and metadata for audits.

Slack / Teams Integration
Integration

Enable chatbot access in collaboration tools.

Tableau / Power BI
Analytics

Build dashboards for compliance activity insights.

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