Service 01 · Expert evaluation of your AI product

The core. Our cyber experts use your product, then review what it produces — alongside your team.

Whether your product is an AI SOC analyst, an agentic pentest tool, or AI-driven EDR, CASB, or DLP, we use it the way it’s meant to be used — and the way your customer will — then review its behaviour and output with your engineers. Collaborative, not judgemental: we sit with your team on what holds up and what needs another look.

How an evaluation runs

  1. We learn your product What it claims, what it’s for, who uses it.
  2. We use it like your customer would Running real workflows against realistic conditions.
  3. We review it as cyber experts Is the output correct, sound, and adversary-ready?
  4. We report with your team What’s strong, what’s not, and what to fix first.

What an evaluation examines

  • Output correctness Do the findings and verdicts hold up under expert review?
  • Reasoning quality Right answer for the right reason — or a lucky guess?
  • Failure modes Where does the analysis break, and how obviously?
  • Real-world fit Does test-set performance survive messy, real input?
  • Adversary readiness Would it hold against how an attacker actually behaves?
  • Coverage gaps What is it silently missing that an analyst would catch?

We find the problems before your customer does.

That’s the whole point: your customer meets a product that works, not the gaps.

Two ways to engage

Scoped evaluation

  • Fixed period
  • Defined scope
  • Clear report
  • Ideal first engagement

Embedded review

  • Ongoing
  • Evolves with your product
  • Supports each new customer rollout
  • Recurring

Embedded review is where a project becomes a partnership.

FAQ

Questions about evaluation

How do you use our tool?

The way your customer would. Then we tell you whether the AI — and everything around it — works the way you’d want, so that we find the problems, not your customer.

Do you only check normal behaviour?

No. We review against how a cybersecurity expert would expect the product to behave — real adversary and operational expectations, not just the happy path.

Are you going to publish findings about our product?

No. This is private, partner work. What we produce is for you — to make the product better and to back your own claims.

Do we have to commit to something ongoing?

No. Many engagements start as a scoped evaluation or a single infrastructure build. Ongoing review is where the value compounds, but it’s a choice.

Explore SecureFLIT

Evaluation infrastructure

Ranges and environments to test against.

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Forward Deployed Engineers

Tune your product at each customer.

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How we work

Vetted, expert-led, partner-style.

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Who we work with

Funded AI security product teams.

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FAQ

Common questions, answered.

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Make your AI security product good enough to stand behind.

If you’re building an AI security product and want real cybersecurity experts reviewing its output — on your side of the table — let’s talk about where to start.

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