AI Testing Is Not AI Assurance: Why the Difference Matters

Testing can show whether an AI system worked during a particular test. Assurance helps an organisation demonstrate how that system behaves over time, what has changed and whether it remains within acceptable quality, risk and compliance thresholds.
Your AI Vendor Made the Mistake. The SRA Says You May Still Be Responsible.

Law firms are rapidly adopting AI. From legal research and document review to drafting, case management and client-facing assistants, AI is moving from experimentation into everyday legal workflows. But there is a question every law firm using AI should be asking: If the AI gets something wrong, who is responsible? The position of the Solicitors […]
The EU Is Changing the Rules of AI. Independent Assurance Is Becoming Hard to Treat as Optional.

For the past few years, many organisations have approached AI governance largely as a matter of trust.