AI Security · FinTech

AI Security for FinTech

FinTechs deploying AI — copilots, underwriting models, support agents — add a model attack surface on top of already-sensitive systems. We test it before attackers or regulators do.

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Why FinTech companies need AI Security

  • An AI agent with access to financial data or actions is a high-value target for prompt injection and manipulation.
  • Model outputs that touch lending, pricing, or advice raise both security and fairness / governance concerns.
  • AI features can leak customer financial data through prompts, RAG sources, or logs.
  • Regulators and enterprise partners are starting to ask FinTechs how their AI systems are secured and governed.

More context on this sector on our FinTech industry page.

What our AI Security engagement covers

Tailored to FinTech, delivered by a Toronto security and compliance team led by a published CVE researcher, with our partner Lorikeet Security where offensive testing is involved.

  • Testing of AI agents that can access financial data or trigger actions
  • Data-leakage testing across prompts, RAG, and logs handling financial data
  • Threat model across LLM, RAG, and agent surfaces
  • Prompt-injection testing (direct, indirect, multi-turn, tool-call abuse) mapped to the OWASP LLM Top 10
  • RAG and data-layer leakage testing
  • Shadow-AI inventory and a prioritized remediation roadmap

See the full AI Security service page, or productized pricing for fixed-scope engagements.

Related pages

AI Security for FinTech: common questions

What is the risk of an AI copilot in a FinTech app?

If it can read financial data or take actions, prompt injection could exfiltrate data or trigger unintended operations. We threat-model and test exactly those paths.

Does AI security overlap with our SOC 2 or PCI work?

It complements them — those cover your control environment, while AI security tests the model layer specifically. Enterprise buyers increasingly want both.

Who runs the testing?

traztech scopes and threat-models the engagement; adversarial testing is co-delivered with our partner Lorikeet Security.

AI Security for FinTech, on your timeline

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

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