Why AI Needs the Same Controls as Any Other Business System
AI should be governed like other business systems: apply the same change controls, access rules, testing and monitoring. Adopt policy, technical and…
AI should be governed like other business systems: apply the same change controls, access rules, testing and monitoring. Adopt policy, technical and…
Uncontrolled AI can trigger GDPR fines up to £17.5m, discrimination claims, contract breaches and regulator action; review data controls, employment risk and…
AI and compliance don’t mix automatically because models lack explainability, clear provenance and retention controls; apply four checks to choose defensible…
AI can breach confidentiality when staff share client data with public models (e.g. ChatGPT) or when integrations expose files — ICO penalties can reach €20m…
AI should be part of your cyber security strategy because it speeds detection, reduces false positives and helps meet Cyber Essentials’ five controls; start…
Shadow AI is unauthorised staff use of AI (eg ChatGPT) that can leak personal or commercial data; audit endpoints, log prompts and enforce an approved tool…
AI creates leakage risks because models and cloud services can store or reuse inputs; isolate AI flows, minimise identifiers and log calls to reduce exposure.
AI tools for management and leadership speed routine admin and decision prep; keep human sign-off, pilot for 6–12 weeks and protect data with clear retention…
AI for teams and collaboration automates tasks and meetings but needs three checks — cutover speed, data ownership and an outbound human review — before…
AI automation for office workflows speeds routine tasks and first response using tools like Microsoft Power Automate while preserving human sign-off; choose…