Frequently Asked Questions
What exactly does a FeelAI bias audit test?
We test your AI hiring tool using paired CVs — applications that are nearly identical except for signals that could indicate gender, ethnicity, disability status, or socioeconomic background. We measure whether your system scores these candidates differently. If it does, that is evidence of bias — regardless of whether the system "intended" to discriminate.
Do we need to give you access to our AI system's code or training data?
No. FeelAI conducts black-box testing — we submit applications through your system the same way a real candidate would. You do not need to expose proprietary code, training data, or model weights.
How is this different from the bias testing my AI vendor says they already do?
Vendor self-testing is not independent. FeelAI has no commercial relationship with any AI vendor. Our findings are ours alone — which is why our certificate means something that a vendor's own certification does not.