Our Approach to AI Compliance

Airside Labs offers a cloud based compliance test for AI chatbots, agents and systems. Our methodology is built on three core pillars: use case driven technical evaluation, regulatory alignment, and practical risk assessment. We show your developers where the problems are and recommend how to mitigate them.

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Why Your AI's 95% Accuracy Score is Meaningless (Complete Model Evaluation Guide)

Most AI models score 85-95% on standard benchmarks like MMLU, yet fail in real-world applications. In this comprehensive 40-minute masterclass, Airside Labs' founder, Alex Brooker, reveals the hidden problems with current AI testing methods and shows you how to build evaluation frameworks that actually predict production performance. 

Core Evaluation Components

  • Customised Test Datasets Based on your use case
    • Industry-specific test cases developed with domain experts
    • Regulatory compliance scenarios based on current legislation
    • Edge case detection designed for your specific deployment context
    • Multi-modal testing across text, image, and structured data inputs
  • Rigorous Testing Protocols Dynamically generated to find edge cases
    • Standardised benchmarks for comparative analysis
    • Adversarial testing to identify vulnerabilities
    • Red teaming by industry specialists
    • Longitudinal testing to measure performance drift
  • Comprehensive Scoring System
    • Quantitative metrics for technical performance
    • Compliance alignment scoring for regulatory requirements
    • Risk categorisation based on industry standards
    • Human expert verification of critical outputs

How It Works

  • 1

    Free Consultation

    "Understand your AI security landscape" We review your AI chatbot implementation and identify your highest-risk compliance gaps. Get a clear picture of potential GDPR violations and EU AI Act requirements specific to your use case. No obligation, just expert guidance on where to focus first. 

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  • 2

    Targeted Scan

    "Quick validation of critical vulnerabilities" Focused red team assessment targeting your most pressing compliance risks. We test against specific OWASP, NIST or MITRE ATLAS controls to identify immediate threats. Perfect for proving the need for comprehensive security before making larger investments. 

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  • 3

    Full Assessment

    "Comprehensive compliance documentation" Complete security evaluation across all relevant frameworks. Detailed technical findings, risk analysis, and audit-ready documentation that satisfies regulators. Executive summary for leadership plus technical remediation roadmap for your development teams.

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  • 4

    Ongoing Monitoring and Dynamic Response

    "Continuous protection as your AI evolves" Automated vulnerability detection triggered by new releases or monthly schedules. Stay ahead of emerging threats and regulatory changes. Seamlessly integrates with your CI/CD pipeline to catch security issues before they reach production. 

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Take Our 2-Minute Compliance Quiz for AI Regulations

Identify potential compliance vulnerabilities in your AI systems. Take our quick quiz now.

Contact the team for a follow up

Send us an email to review and discuss compliance scope, potential test plans and reporting evidence needs.

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