Real-Time
Permission Matching
Role-Based
Access Control
What is InspectRAG?
InspectRAG is a secure, enterprise-grade RAG system built to give employees AI-powered access to internal knowledge — without compromising data privacy or access controls.
It integrates directly with your organization's existing identity and document management infrastructure, enforcing permissions at every step of the retrieval process. Users only ever receive answers drawn from documents they are already authorized to access.
InspectRAG does not bypass or replace your existing access control policies, it enforces them. Every query is permission-validated in real time before any document is retrieved.
How It Works
1
User Authenticates
The user logs in via your organization's identity provider using standard OpenID authentication. Their identity and group memberships are verified at login.
2
Roles & Permissions Loaded
InspectRAG fetches the user's roles and document access rights from your directory service in real time ensuring the latest permissions are always applied.
3
Query Submitted
The user submits a natural language query. InspectRAG matches the query against document embeddings stored in the secure vector store.
4
Permission-Gated Retrieval
Only documents the user is authorized to access are included in the retrieval context. Unauthorized content is filtered out before the AI model ever sees it.
5
Response Returned & Logged
The AI generates a response based solely on permitted documents. The full interaction — query, retrieved sources, and response — is logged for audit purposes.
Core Features
InspectRAG's architecture tightly integrates identity, permissions, and document retrieval into a single secure pipeline giving enterprises confident control over AI-powered knowledge access.
Secure Authentication
Standard OpenID-based login integrated with your enterprise directory for centralized identity management.
Document Ingestion
Automatically syncs files and their associated access permissions from your enterprise document repositories.
Role-Based Access Control
User roles and group memberships are mapped directly to document permissions enforced at query time, not just at login.
Permission-Validated Queries
Every query is validated against the user's current permissions before retrieval begins. No document is ever retrieved without authorization.
Asynchronous Task Handling
Background processing for document ingestion and embedding generation keeps the system responsive under load.
Secure Vector Storage
Document embeddings are stored in an isolated, access-controlled vector store never mixed or exposed across permission boundaries.
Flexible Deployment
Deploy fully on-premises for maximum data control, or in a private cloud supporting Windows and Linux environments.
Full Audit Logging
Every query, retrieval event, and permission check is logged providing a complete audit trail for compliance and security reviews.
Compliance & Standards
InspectRAG is designed to help enterprises meet data governance and AI compliance requirements by ensuring that AI-driven document access respects the same controls as any other enterprise system.
EU AI Act
ISO 42001
GDPR
SOC 2
HIPAA Ready
NIST AI RMF
The audit logs, permission enforcement records, and retrieval traces generated by InspectRAG can be used directly as supporting evidence in compliance assessments and internal security reviews.
