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📄 Use Case

Secure RAG & Document Agents

Protect AI systems that process, analyze, and reason over your documents. Prevent data exfiltration and indirect prompt injection.

RAG pipeline security

BladeRun protects every stage of document-based AI

📄 Documents

PDFs, emails, wikis

🛡️ BladeRun

Document scanning

🗄️ Vector DB

Embeddings stored

👤 User Query

Natural language

🛡️ BladeRun

Query validation

🔍 Retrieval

Context fetched

🤖 LLM

Response generated

🛡️ BladeRun

Output filtering

✅ Safe Response

Delivered to user

Threats to RAG systems

Document-based AI creates unique attack surfaces

📄 Indirect Prompt Injection

Malicious instructions hidden in documents that execute when the AI processes them. An attacker can poison your knowledge base with hidden commands.

🔓 Cross-Document Leakage

AI revealing information from documents the user shouldn't have access to. Broken access controls in RAG can expose sensitive files.

🎭 Context Manipulation

Crafted queries designed to retrieve and expose specific sensitive documents or combine information in unintended ways.

📤 Data Exfiltration

Using the AI as a channel to extract and summarize confidential document contents for unauthorized users.

How BladeRun protects RAG

Multi-layer defense for document-based AI

📄

Document Scanning

Scan documents for hidden injection payloads before they enter your vector database.

🔍

Query Validation

Detect and block queries designed to exploit retrieval or bypass access controls.

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Access Control

Enforce document-level permissions so AI can only access what users are authorized to see.

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PII Redaction

Automatically redact sensitive information from retrieved context and AI responses.

📊

Audit Trails

Complete logging of which documents were accessed and what information was returned.

Real-Time Processing

Sub-10ms latency so security doesn't slow down document retrieval and response.

RAG applications we protect

Secure document AI across every industry

⚖️

Legal Research

Contract analysis, case law search, and legal document review with client confidentiality protection.

🏥

Medical Records

Clinical decision support and patient record search with HIPAA compliance and PHI protection.

📚

Knowledge Bases

Internal wikis, documentation, and enterprise search with role-based access enforcement.

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Financial Analysis

Earnings reports, SEC filings, and market research with insider information controls.

🔬

Research & Patents

Scientific literature and IP search with trade secret and competitive intelligence protection.

📧

Email & Communications

Email search and summarization with executive communication confidentiality.

Secure your document AI

Protect sensitive documents while unlocking AI-powered insights

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