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AI/ML Testing

AI/ML Governance Testing

Models that earn trust.

Bias, fairness, robustness, drift and explainability testing aligned to ISO/IEC 42001 and the EU AI Act.

/ what's included /

What you get with AI/ML Governance Testing.

  • Bias & fairness audits
  • Drift & robustness
  • Explainability (SHAP/LIME)
  • ISO 42001 alignment
Typical outcomes
3.4×
Faster releases
82%
Defect leakage cut
99%
Coverage achieved
Tools & frameworks
FairlearnAequitasEvidentlySHAP
/ process /

How an engagement runs.

Predictable cadence. Real engineers. No black boxes.

01
Discovery & Scoping

We map your stack, risk surface and business objectives to design a ai/ml testing plan that fits.

02
Strategy & Tooling

Test plans, threat models, environments and tooling are stood up with your team in the loop.

03
Execution

Engineers run cycles in sprints daily updates, shared dashboards, zero black boxes.

04
Report & Remediate

Actionable findings, severity-ranked, with remediation guidance and re-test included.

/ faqs /

Common questions.

How quickly can you start?+

Most engagements kick off within 5–7 business days after scoping.

Do you sign NDAs?+

Yes. We sign mutual NDAs and MSAs before any access to systems or data.

Can you work with our existing CI/CD?+

Absolutely. We plug into GitHub Actions, GitLab CI, Jenkins, CircleCI, Bitbucket Pipelines and Azure DevOps.

Ready to talk ai/ml governance testing?

A 20-minute scoping call is the fastest way to a real number.

Contact us