Quebec City · Quebec, Canada

AI / LLM Security in Quebec City

AI security for Quebec City 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 Lorikeet Security: traztech runs threat modelling, Lorikeet Security runs adversarial testing.

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Quebec City ecosystem context

Quebec City has a solid insurtech, govtech, and enterprise-software base, with strong provincial-sector demand and a talent pool out of Université Laval. Like Montreal, it operates under Quebec Law 25, which carries fines up to $25M CAD or 4% of worldwide turnover.

We deliver bilingually where required and know Law 25 in detail: data-portability windows, Section 12.1 automated-decision disclosure, and the CAI’s breach-notification expectations. Toronto firms that handwave Quebec compliance are exactly why Quebec City companies come to us.

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 Lorikeet Security: traztech runs threat modelling, Lorikeet Security runs 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 City clients usually bundle

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