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Enterprise-Grade Generative AI Chatbot with Role-Based Access Control
  1. case
  2. Enterprise-Grade Generative AI Chatbot with Role-Based Access Control

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Enterprise-Grade Generative AI Chatbot with Role-Based Access Control

neoteric.eu
Information technology
Financial services
Health & Fitness

Business Challenges in Knowledge Management

Corporate knowledge bases contain大量 unstructured data requiring manual search, lack role-based access controls for sensitive information, and face risks of AI hallucinations undermining trust in automated responses. Current systems fail to balance efficiency with compliance requirements.

About the Client

Multinational corporation specializing in enterprise software solutions with strict data governance requirements

Strategic Implementation Goals

  • Implement Retrieval-Augmented Generation (RAG) framework for accurate information retrieval
  • Establish multilevel access control aligned with corporate governance policies
  • Eliminate LLM hallucinations through source-verified response generation
  • Create intuitive chatbot interface for seamless user adoption

Core System Capabilities

  • Role-based document access control system
  • Source-verified answer generation with footnoting
  • Natural language query processing for unstructured data
  • Interactive chatbot interface with audit logging

Technology Stack

GPT-4
LangChain
ChromaDB
Chainlit
Unstructured.io

System Integrations

  • Corporate LDAP/Active Directory
  • Document management systems
  • Usage analytics platform

Operational Requirements

  • Enterprise-grade data encryption
  • High-availability architecture
  • Regulatory compliance (GDPR, HIPAA)
  • Real-time performance monitoring

Business Value Proposition

Enables 70% faster information retrieval from unstructured data while maintaining strict access controls, reduces compliance risks through auditable response sourcing, and improves decision-making confidence through verifiable AI outputs. Demonstrates technical feasibility for enterprise AI adoption with measurable ROI potential.

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