Architecture and data flow
Review ingestion, indexing, retrieval, model interaction, tools, connectors, trust boundaries, and deployment.
Focused Service
RAG Security Review
Assess retrieval-augmented generation architecture, approved knowledge sources, access boundaries, prompt risks, and operational controls.
When to Engage
Use this service when a defined decision, assurance need, or capability gap requires focused support.
- A knowledge assistant or RAG solution is moving from prototype to operational use.
- Sensitive or permissioned content is being indexed and retrieved.
- The solution integrates external models, connectors, tools, or business workflows.
Service Scope
Structured work from current-state understanding to decision-ready outputs.
Exact scope, evidence, access, stakeholders, and acceptance criteria are agreed before delivery.
Access and data protection
Assess source permissions, user identity, filtering, tenancy, sensitive data, retention, and output handling.
Prompt and retrieval threats
Assess prompt injection, malicious content, data leakage, over-broad retrieval, insecure tools, and unsafe output use.
Operational assurance
Review testing, logging, monitoring, incident response, change control, vendor dependencies, and human oversight.
Typical Deliverables
Artifacts designed for ownership, evidence, and sustained use.
- RAG architecture and data-flow review
- Threat and control assessment
- Access and data-protection findings
- Prompt and retrieval test scenarios
- Prioritized remediation recommendations
- Operational monitoring requirements
Delivery Approach
Proportionate delivery with clear stages and decision points.
Discover & Scope
Confirm the business driver, environment, stakeholders, boundaries, assumptions, and evidence needs.
Assess & Analyze
Review the current state, evidence, architecture, risks, dependencies, and material gaps.
Design & Deliver
Develop the agreed controls, artifacts, recommendations, implementation, or operating routines.
Validate & Improve
Confirm completion, residual risk, ownership, reporting, and the next improvement priorities.
Connected Services
Extend the work without duplicating discovery or evidence.
AI Security
Explore serviceSecure Knowledge Assistants
Explore serviceAI Use-Case Risk Assessment
Explore service