Cognitive Sovereignty Self-Audit for HR and People Management
This audit measures whether your hiring, performance management, and people decisions remain grounded in human judgement or have shifted toward algorithmic recommendation. It helps you identify where AI tools have created blind spots in your organisation's approach to people.
Ask your AI vendor directly: 'What training data did you use and what groups might be underrepresented in it?' A vague answer is a red flag.
When a manager overrides an AI recommendation, record why. After six months, compare those override decisions to actual performance. This tells you whether the system is missing something real.
Do not let performance management become a numbers game. If your tool shows an employee at 65% performance, someone must still have a real conversation about what that means in their actual work.
Assign one person in HR to be the 'human advocate' for edge cases in hiring and promotion. This person's only job is to ensure that people who fall between categories or who have non-standard backgrounds get a proper look.
Before you buy a new people management AI tool, require a pilot with a small team. Measure not just efficiency but also whether people feel understood and whether decisions feel fair to those affected.