Shipping an LLM product opens a new attack surface and a new regulatory one. traztech covers the OWASP LLM Top 10, the EU AI Act, and Quebec Law 25.
AI products inherit every classic software risk and add a category of their own. Regulators are moving faster than most teams expect.
Prompt injection is LLM01, the top risk in AI applications. RAG leakage, insecure output handling, and agent abuse follow close behind.
High-risk systems under Annex III face conformity-assessment obligations, with the relevant deadline landing in 2026.
Section 12.1 requires meaningful disclosure of automated decision-making. If you serve Quebec users, this applies to your model.
AI buyers want SOC 2 and increasingly want answers on training-data provenance, shadow AI, and model access controls.
We threat-model the AI surface, test it adversarially with our partner, and close the regulatory gaps.
Threat modelling and a prompt-injection battery across direct, indirect, and agent tool-call vectors.
AI / LLM Securitytraztech runs the threat model, Lorikeet Security runs the red-team. One engagement, two firms.
AI red-teamAutomated-decision disclosure, conformity-assessment prep, and the governance documentation regulators expect.
Fractional CISOThe report AI buyers ask for, scoped to include model and data-access controls.
SOC 2 readinesstraztech is run by a published security researcher with six CVEs, including CVE-2024-45163, a CVSS 9.1 kill-switch for the Mirai botnet. We co-deliver AI security with Lorikeet Security: we build the threat model, they run the adversarial testing. You get offensive depth most AI security vendors cannot match.
See the full research and CVE record, or read how we work with Lorikeet Security.
It is the OWASP list of the most critical risks in LLM applications. Prompt injection is the top entry, followed by issues like sensitive information disclosure, insecure output handling, and excessive agency in agents.
It applies if you place an AI system on the EU market or your output is used in the EU. High-risk systems under Annex III carry conformity-assessment obligations, with the relevant deadline in 2026.
Section 12.1 requires that you inform individuals when a decision is based exclusively on automated processing and, on request, explain the personal information and factors used. If you serve Quebec users, this applies.
We run a battery covering direct, indirect, multi-turn, and agent tool-call injection, then RAG and data-layer leakage testing. The adversarial work is co-delivered with Lorikeet Security.
Yes. Enterprise AI buyers ask for SOC 2 and increasingly add questions on training-data provenance, model access controls, and shadow AI. We scope the report to cover these.
Book a free 30-minute discovery call. We will tell you what applies to you, what it would cost, and when we could start.
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