AI Model Validation Services
CNLABS provides vendor-neutral AI model validation and certification services that help organisations deploy reliable, secure, and responsible AI. Our independent validation framework evaluates large language models (LLMs) and other AI systems across security, privacy, robustness, fairness and domain accuracy so you can reduce risk and demonstrate compliance.
What we offer
- Independent AI model validation and certification
- Security & adversarial resilience assessment
- Privacy and PII leakage testing
- Robustness and reliability evaluation (multi-turn and adversarial inputs)
- Bias & fairness analysis
- Domain expertise validation (medical, legal, financial, scientific)
- Performance and latency profiling
- Structured reporting and JSON/PDF evidence packages
Why validate with CNLABS
As an independent validation laboratory with deep cybersecurity and assurance expertise, CNLABS helps organisations deploy AI systems with confidence. Our evaluations go beyond simple functional checks. We identify security vulnerabilities, data leakage paths, failure modes, and compliance gaps that could impact business operations or regulatory readiness. By validating your models against enterprise-grade criteria, aligned with ISO/IEC 17025 principles, we reduce risk, strengthen trust, and support readiness for upcoming regulations such as the EU AI Act.
Who benefits
Our validation services are built for teams that cannot afford uncertainty in AI behavior. AI model developers and startups seeking market credibility, large enterprises preparing for internal or external audits, banks and healthcare organizations operating under stringent compliance mandates, and government or defense entities requiring secure, on-premise assessments all rely on CNLABS for independent, vendor-neutral AI assurance.
What you receive
- Enterprise-grade validation reports that translate complex behaviours into actionable insights
- Audit-ready documentation for compliance, risk teams, and regulatory submissions
- Secure, technical findings for engineering teams, delivered with clear reproduction steps
- Pass/fail criteria, reviewer notes, and recommended remediation paths
- Structured JSON logs and PDF summaries suitable for long-term evidence retention
How it works
CNLABS performs modular, black-box evaluations using secure APIs or on-premise, air-gapped deployments depending on your security posture. Our assessors apply adversarial, robustness, and compliance-oriented test suites including custom domain-specific evaluations where required to simulate real-world conditions and stress scenarios. Detailed methodologies are shared under NDA to preserve test integrity and ensure your organization receives an unbiased, independently verified assessment.
