Cognitive Sovereignty Self-Audit for Chief Human Resources Officers
This audit measures whether your organisation's HR decisions remain anchored in human judgement or whether AI systems have become the primary decision-maker. Your answers reveal where algorithmic screening, data dashboards, and automated scoring have replaced the contextual thinking that effective people decisions require.
When a vendor says their AI reduces bias, ask specifically what data they trained it on and whether candidates screened out by the algorithm have ever been reviewed by humans. If not, you cannot know whether it reduces bias or just hides it.
Require managers to document their reasoning when they disagree with an AI recommendation. Over time, these notes reveal what the algorithm is missing about context, potential, and fit.
Audit your L&D spend: if you are spending more on teaching employees to use AI tools than on protecting the judgement skills those tools replace, your workforce is becoming fragile.
For every algorithmic screening tool you use, keep a parallel human-screened cohort for comparison every six months. This shows you what you would have hired, promoted, or kept if the algorithm had not been involved.
Before implementing any new AI system in HR, ask your hiring managers and people leaders: what judgement calls would this tool make for you? If they cannot articulate it, do not buy it.