OWASP LLM Top 10
Injection, disclosure, supply chain, agency, unbounded consumption.
How we work
We combine automated sweepers for known jailbreak families with human-led chaining across model, agent, application, and infrastructure. Nothing ships to you unvalidated.
Models, agents, tools, data stores, tenants, and the questions the board actually cares about. Rules of engagement, rate limits, staging versus production, and kill criteria are written before a single payload is sent.
System prompts, tool schemas, retrieval sources, identity boundaries, and inference infrastructure. Where source is available we read it. Where it is not, we infer it the way an adversary would.
Language-layer attacks, indirect injection through retrieved content, tool-use abuse, data-plane isolation, and classic application faults in the glue. Multi-turn and multimodal where the product supports it.
A jailbreak is not a finding. A jailbreak that exfiltrates another tenant’s context, triggers a privileged tool, or poisons a corpus is. We spend the expensive hours on chains with business impact.
Every issue is reproduced, classified, and written twice: once for the engineer, once for the executive. Payloads, transcripts, tool calls, and residual risk. Mapped to OWASP LLM, OWASP Agentic, MITRE ATLAS, and your control set.
Fixes are verified in a defined window. Continuous retainers keep the library current as you ship.
Alignment
Injection, disclosure, supply chain, agency, unbounded consumption.
Goal hijacking, tool misuse, privilege abuse, identity confusion.
Adversarial ML tactics from reconnaissance to impact.
Evidence that governance is more than a policy PDF.
Deliverables