Applications, Risk & Governance
Bias
Systematic unfairness in AI outputs, usually inherited from skewed or unrepresentative training data.
Why it matters for your business
Can create legal and reputational risk in hiring, lending, or pricing. Review AI-assisted decisions that affect people.
In practice
If past hiring data favored one group, an AI trained on it can quietly repeat that bias.