AI Tests
Can you show that your AI protections work in practice or do they only exist on paper?
Could you successfully step in when automated workflows go wrong?
What happens to your operations if an external AI service is suddenly withdrawn or becomes unavailable?
My practical tests help businesses, legal teams and auditors examine these questions. Each test uses strict YES or NO checkpoints supported by verifiable evidence replacing comfortable assumptions with rigorous accountability.
The AI Protection Tests
Businesses are frequently assured that built-in security features, data opt-outs and enterprise controls completely protect their operations. In practice, however, these safeguards often depend on account tiers, hidden configuration rules and unverified vendor defaults.
- What the test addresses: Whether people and organisations can actually demonstrate and enforce the data protections they are told exist. It covers four core pillars: administrative control, regulatory accountability, operational dependence and independent oversight.
- What my analysis examines: I guide you through structured verification checks to determine whether toggling a setting stops background processing or if your data remains exposed to model training and cross-app leakage.
The Business AI Governance Test
Governance cannot rely on abstract policy documents when AI systems are actively reading correspondence, scoring customer records and drafting business decisions across your connected network.
- What the test addresses: Whether your business can prove that its daily use of AI is actively and reliably governed. The framework examines human help, the ability to challenge automated outputs, the reliability of information sources and protection across connected systems.
- What my analysis examines: I help you audit your actual account configurations and permission hierarchies to establish whether you maintain true supervisory oversight or if automated tools are operating without meaningful human intervention.
The Business Intervention Test
When an automated assistant generates an incorrect summary, misroutes a customer communication or executes an unauthorised record change, the speed and effectiveness of your response determine the scale of the damage.
- What the test addresses: Whether your business has the structural capability to recognise an AI-driven failure and intervene before it impacts clients, contracts or regulatory compliance. It tests who holds the authority to stop an action, restrict data access or halt workflows.
- What my analysis examines: I examine your operational pathways to check whether manual overrides are built into your software stack, ensuring your team can contain a problem and correct automated mistakes before they escalate.
External AI Withdrawal and Geopolitical Disruption Test
Modern business operations are heavily concentrated among a handful of cloud and AI providers. If an essential external service is restricted, abruptly altered or cut off entirely due to regulatory, technical or geopolitical events the impact can be immediate.
- What the test addresses: Whether your business can maintain continuity of operations if an important external AI dependency becomes unavailable. It probes provider lock-in, external shock scenarios and the viability of fallback alternatives.
- What my analysis examines: I assess your operational resilience, evaluating whether alternative manual or non-AI workflows can actually be deployed in time to prevent business failure when upstream provider support vanishes.
Read about and download External AI Withdrawal and Geopolitical Disruption Test