Quebec, Canada

AI / LLM Security in Quebec

AI security for Quebec founders and operators. Prompt injection is OWASP LLM01:2025, the #1 risk in AI applications, and appeared in over 73% of production deployments assessed in 2025 audits. The EU AI Act conformity-assessment deadline for Annex III high-risk systems is August 2, 2026. We co-deliver AI security with a specialist offensive partner: traztech runs the threat modelling, our partner runs the adversarial testing.

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Quebec ecosystem context

Quebec runs on the Montreal AI cluster, a deep SaaS bench, and a gaming industry with real scale, with Quebec City adding insurtech and govtech on top. It is also the strictest privacy jurisdiction in Canada by penalty exposure. Quebec Law 25 reaches up to $25 million CAD or 4 percent of worldwide turnover, whichever is greater, which is a different order of magnitude from PIPEDA. Section 12.1 requires meaningful disclosure when a decision is based exclusively on automated processing, and that lands squarely on AI products.

Most firms selling compliance in Canada know SOC 2 and hand-wave Law 25. We deliver both, bilingually where required, and we know the detail that matters: privacy impact assessments, data-portability windows, and the CAI’s breach-reporting expectations. If you sell in Quebec and into the US, you are running two regimes at once, and they are cheaper to scope together than to discover one at a time.

AI / LLM Security scope

Prompt injection is OWASP LLM01:2025, the #1 risk in AI applications, and appeared in over 73% of production deployments assessed in 2025 audits. The EU AI Act conformity-assessment deadline for Annex III high-risk systems is August 2, 2026. We co-deliver AI security with a specialist offensive partner: traztech runs the threat modelling, our partner runs the adversarial testing.

  • Threat model for LLM, RAG, and agent surfaces
  • Prompt injection battery (direct, indirect, multi-turn, agent tool-call)
  • RAG and data-layer leakage testing
  • Memory poisoning and persistent-state checks (OWASP Agentic AI Top 10)
  • Shadow AI inventory and remediation roadmap

For the full service detail, see the AI / LLM Security page. For fixed-price productized engagements, see pricing.

Services Quebec clients usually bundle

AI / LLM Security in other locations

AI / LLM Security in Quebec, on your timeline

Book a free 30-minute discovery call. We’ll tell you whether this engagement fits, what it would cost, and when we could start.

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