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Industries / SaaS & AI Products

Ship AI features without shipping AI risk

SaaS products now embed LLMs, agents, and model-driven features — and that new capability is a new attack surface most testing never touches. From prompt injection to broken authorization across a fast-growing API estate, AI products need testing that understands both the software and the model.

What this sector is up against

AI is a new attack surface

Prompt injection, insecure model integration, and shadow-AI endpoints sit outside the OWASP API Top 10 that conventional tools check — and outside most test plans.

API estate outpaces the test suite

AI features multiply endpoints faster than coverage grows; authorization and business-logic flaws follow.

Trust is the product

For an AI product, a leaked prompt or a manipulated model output is a trust failure customers feel immediately.

Where we secure the product and its AI

Frameworks we test and report against here: SOC 2 · ISO 27001 · GDPR · OWASP

Proven here

Real engagements we've delivered in this sector

  • A developer-assessment platformContinuous VAPT
  • A SaaS platformSecurity Testing

Engagements shown by industry; client identities are kept confidential.

Proven in this sector

Full case studies from SaaS & AI Products clients — the work, the findings, and the outcomes, in depth.

Related insights

VirtuesTech team did a great job with our cyber security project. We especially enjoyed their reliability, communication, and overall technical expertise.
Jonathan AndrewsWeston InfoSec

Not sure where to start?

A plain-language conversation about your product, your risk, and what to do first.