Securing Retrieval-Augmented Generation Systems Through RAG Security Testing
Protect the Knowledge. Control the Context. Secure the Answers.
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The ValueMentor Advantage
RAG systems are only as safe as the data they retrieve. ValueMentor tests what others overlook.
Our RAG Security Testing Services
When retrieval fails, trust collapses.
Our RAG Security Testing Process
RAG Architecture Discovery
Map data sources, ingestion workflows, vector storage, retrieval logic, and generation layers.
Threat Scenario Engineering
Design realistic adversarial techniques targeting retrieval abuse, poisoning, and leakage scenarios.
Controlled Security Testing
Execute attacks in a safe environment to validate exploitability without disrupting operations.
Impact & Exposure Analysis
Assess how compromised retrieval affects accuracy, compliance, user trust, and business decisions.
Defensive Design Recommendations
Provide architectural, operational, and governance improvements to harden RAG systems.
Continuous RAG Assurance
Support recurring testing as data sources grow, embeddings refresh, or models evolve.
Don’t Let Your AI Learn From the Wrong Data
Why ValueMentor
ValueMentor helps enterprises secure RAG-based AI systems by focusing on the most vulnerable layer—the knowledge pipeline. Our teams combine AI engineering, offensive security, and data governance expertise to ensure AI responses remain accurate, safe, and compliant.
V-Trust Methodology
PMO-Led Delivery
Faster Delivery Accelerators
Secusy & AI driven GRC platform
Client Retention
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Make retrieval trustworthy—not exploitable.
FAQs
What is RAG Security Testing?
It is a specialized assessment that evaluates security risks across retrieval-augmented generation pipelines, including data sources, embeddings, vector stores, and retrieval logic.
Is this testing relevant only for GenAI chatbots?
No. It applies to copilots, enterprise search, decision-support systems, knowledge assistants, and any AI system using retrieval-based augmentation.
When should RAG Security Testing be performed?
Before production launch, after knowledge base updates, during integration of new data sources, and periodically as threats evolve.
Read our latest blog for advanced security insights and strategies to strengthen your defenses.
See What Our Customers Say!
Healthcare Tech, USA
The effectiveness and quality of your services were evident throughout the project. Your team provided clear guidance, ensured that requirements were addressed appropriately, and helped us stay aligned with timelines.
Healthcare Tech – Bulgaria
Thank you team for cooperating with us for this penetration testing! Your quick and efficient work and responses are much appreciated. I am glad that even with the small setback in the beginning, we managed to meet the established deadline. We hope to work alongside you again in the future!
Healthcare Tech – Texas, USA
The effectiveness and quality of your services were evident throughout the project. Your team provided clear guidance, ensured that requirements were addressed appropriately, and helped us stay aligned with timelines.
Maritime Trade & Logistics – UAE
I would like to take this opportunity to thank you very much for your incredible support and patience throughout this assessment. We are extremely grateful for this achievement. Thanks for your professionalism and valuable advice. Looking forward to working together again!
Travel agency – UAE
Thank you for your hard work and dedication in achieving the PCI compliance timelines. Your commitment to excellence is sincerely appreciated.
Commercial Bank – Africa
Allow me to extend our heartfelt appreciation to the ValueMentor project team for their dedicated support to us to achieve this objective. At the kick-off of this project, we emphasized the need to complete it within a short period. I am delighted to report that ValueMentor has exceeded our expectations as a partner in this regard.
Hospital – UAE
I would like to extend my appreciation in helping and guiding us to a good ADHICS score. Special thanks to the team in doing a great job, spearheading on the ground, and closing the gaps.
Fintech – Bahrain
Our team sincerely appreciates your effort, professionalism, and support throughout the NESA audit. Your guidance kept us on track and ensured success. It was a pleasure working with you, and we look forward to future collaborations.
Healthcare Tech
We are also very grateful that you managed to react so fast to our request and move things along quickly and efficiently in order to achieve the results before the Christmas holidays! Here’s to another successful VAPT!
Customer Experience (CX) Technologies, USA
ValueMentor transformed our complex and intimidating PCI DSS journey into a smooth, structured, and fully manageable process. Their clarity, guidance, and consistent support helped us achieve certification on time with complete confidence.
Financial Tech – Bahrain
We would like to express our sincere appreciation for your service. Ever since we signed our contract, ValueMentor provided quality services, accepted tight schedules, conducted tests repeatedly till technical issues cleared, and handled internal parties and external vendor’s queries effectively. Thank you for your support!
ECommerce – UAE
I want to thank the entire ValueMentor team for the continuous support provided; I’m happy to see that your level of commitment and professionalism is always at the top and that we have in ValueMentor a precious partner in supporting our business.