AI risk assessment

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Prompt Injection Risk: Essential Safe Assessment Guide

Prompt injection is the one attack class against business AI that has no structural fix, because instructions and data reach a language model through the same channel. This guide turns that into something you can manage: where injected instructions actually enter a business system, how to scope an assessment so it finishes in days, a ten-question likelihood and impact matrix anchored to observable facts, a control map showing which measures leave a low residual and which depend on the model behaving, how to build an injection corpus and test the boundary rather than the model, how to record findings in a register an auditor can follow, who owns the risk and what UK and EU regulators expect, realistic costs, and a 90-day plan.

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AI Risk Assessment Template: Essential Safe 6-Step Guide

AI risk assessment is the step most organisations skip between “this tool looks useful” and “forty people now depend on it”. This guide gives you a two-page template you can fill in section by section, the seven risk categories worth scoring, a likelihood-impact-exposure scale that produces comparable numbers, the six steps of the exercise itself, the five controls that genuinely move a score, and a clean mapping to the NIST AI RMF, ISO/IEC 42001 and the EU AI Act.

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