LLM customer assistant security assessment for a private bank
Prompt injection, PII leakage, jailbreak and RAG boundaries required validation before production.
Real engagements. Anonymous and evidence-led.
Prompt injection, PII leakage, jailbreak and RAG boundaries required validation before production.
Network, web and authorization layers of critical healthcare systems were assessed in one scope.
The product team needed a technical roadmap for ST/PP, evaluation evidence and laboratory coordination.
Enterprise knowledge access, source grounding, cost and security controls had to share one architecture.
Different roles needed a shared security language and controlled hands-on labs.