Case snapshots

Selected work examples (anonymized where needed).

Large financial institution - LLM abuse & prompt injection testing

•Regulated environment with an LLM assistant
•Focus: injection + unsafe tool-use failure modes
•Output: prioritized hardening actions + evidence-ready summary
•Note: no client data