Montreal · Quebec, Canada

AI / LLM Security in Montreal

Montreal’s AI density is unmatched in Canada, and so is its regulatory exposure. Quebec Law 25 Section 12.1 requires meaningful disclosure of automated decision-making logic. Our AI security engagement covers both the OWASP LLM Top 10 surface and the Law 25 transparency obligations most Montreal AI products are still missing.

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Montreal ecosystem context

Montreal is Canada’s second-largest tech hub, with deep AI research (MILA, Element AI alumni, Cohere’s research roots) and a robust gaming and creative-tech sector. It’s also the only major Canadian market under Quebec Law 25, which carries fines up to $25M CAD or 4% of global revenue.

We deliver bilingually where required, and we know Law 25 inside and out: data portability windows, Section 12.1 automated-decision disclosure, breach-notification expectations from the CAI. Toronto firms that handwave Quebec compliance are why this gap exists.

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.

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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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