Trzly tests your LLMs and AI agents against real adversarial attacks - prompt injection, jailbreaks, agent hijacking, memory poisoning - and quantifies the business risk in dollars.
Most security tools hand you a PDF of vulnerabilities to look out for. Trzly executes the attacks. Prompt injection, role reversal, MCP tool poisoning - run live against your endpoint, with the full attack prompt and verbatim response on file.
"High" severity does not get a board's attention. "$13.9M in projected losses" does. Trzly maps each finding to direct loss, compliance fines, and reputational damage - with industry multipliers calibrated for banking, healthcare, government.
Sleeper Agent triggers (Anthropic, 2024). MCP Tool Poisoning (MCPTox, 2025). Plugin Chain Exploits. Cross-Agent Collusion Traps. Four world-first patterns - implemented before any commercial competitor. New ones added weekly from arXiv.
Real attacks against real AI systems. Direct prompt injection, indirect injection via documents, role reversal, authority assertion, encoding bypasses, multimodal attacks, algorithmic search (GCG, PAIR). Every attack is executed live - never simulated.
Every vulnerability is priced. Direct loss, compliance fines, reputational damage - with industry multipliers calibrated for banking, healthcare, government, e-commerce. CISOs get a number they can take to the board.
Designed for executives, not just engineers. Each finding shows the attack prompt, the verbatim model response, analyzer signals, and estimated dollar impact. Print-ready, audit-ready, board-ready.
Every attack pattern in Trzly is grounded in published research or production CVEs. We cite our sources. We add new patterns as the field evolves - typically within 30 days of publication.
Sign up free. Run your first scan in under 5 minutes. See where your LLM breaks - and what it would cost.