
AI systems increasingly classify, filter, recommend, prioritize and influence outcomes.
The question is not whether AI exists. The question is how decisions are made and who stands behind them.
HR and recruitment
Evaluations and scoring
Automated recommendations
Unclear accountability
Missing documentation
Includes system and process review, decision mapping, exposure identification and governance recommendations.