AI Risk Assessments to Protect Your Business
Stop AI failures before they reach production. Get a formal, ISO 42001-aligned risk assessment to identify model vulnerabilities, prevent costly data leaks, and give regulators and enterprise clients absolute confidence.





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I’m John, an AI Governance Strategist and BSI-certified ISO 42001 Lead Implementer.
I act as your fractional Head of AI Governance, delivering rigorous AI Risk Assessments that protect your intellectual property, secure your models, and satisfy enterprise auditors.
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Helping SMEs with their management strategies.
Across multiple industries within the UK, US, and globally.
In access to enterprise deals and tender opportunities.
Why Tech SMEs are Exposed to AI System Failures
Prompt injection, data poisoning, and model drift are not covered by your standard IT risk register. You need AI-specific defenses to prevent catastrophic failures.
Investors and insurers are waking up to AI liability. If your model hallucinates and gives a client bad advice, or leaks proprietary data, your business holds the liability.
Enterprise CTOs will not integrate your AI tool if it risks leaking their data. If you cannot prove your AI architecture is secure and risks are mitigated, you lose the contract.

I work with your engineering leadership to identify exactly where your AI pipeline is exposed to modern threats, from training data contamination to API vulnerabilities.
Moving beyond technical bugs, we evaluate how an AI failure would impact your core business operations, reputation, and financial standing.


Translating theoretical risks into proportionate, actionable technical controls for your engineering team. We build guardrails, not gates.
Giving you the exact reporting data, risk registers, and evidence needed to pass enterprise security audits with absolute confidence.

AI Risk Assessments
Go from exposed & unclear to absolute security & commercial confidence with a certified expert.
Frequently Asked Questions
Read below if you'd like any further clarification before booking a call. Anything I've missed off feel free to email me (details below).
This is a critical distinction in ISO 42001. A Risk Assessment looks inward: How could this AI harm our business? An Impact Assessment looks outward: How could this AI harm individuals, groups, or society?. Enterprise clients demand you do the latter before they let your software touch their customers.
Yes. Under the "Shared Responsibility Model" of cloud computing, Microsoft and Amazon are responsible for the security of the cloud, but you are responsible for security in the cloud. If your application sends sensitive client data to a foundation model without proper filtering, the liability falls entirely on you.
No. My approach is designed for agile Tech SMEs. I translate ISO standards into clear, actionable technical specifications. I handle the risk registers and documentation so your engineers can focus on building the product.
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