How CVSense mitigates bias
JD-driven scoring
EBSV scores against the JD and essential criteria you provide — not a historic 'who-got-hired-before' training set that bakes in past bias.
Evidence over demographics
EBSV surfaces evidence of skills, qualifications and experience. Recruiters can choose to redact name, address and date of birth before scoring.
Written reasoning, not black-box scores
Every score comes with the supporting CV evidence quoted — auditable by recruiters, hiring managers and (where required) candidates.
Human-in-the-loop
CVSense is a decision-support tool. The shortlist decision stays with the recruiter, with the AI surfacing the evidence.
Published AI Ethical Policy
Our public AI Ethical Policy commits to fairness, transparency, human oversight and ongoing bias review.
Audit-ready
Per-candidate scoring history is retained — meet EU AI Act and EHRC-style audit expectations.
Bias mitigation — FAQs
Can AI CV screening be biased?+
Any AI system can reflect biases in its design, training data or how it is used. The right question is: what does the platform do to mitigate bias — and is that mitigation transparent and auditable?
How does CVSense mitigate bias?+
CVSense scores against the criteria you set, surfaces written reasoning per score, and is designed to evidence skills rather than rely on demographic signals. Recruiters retain the final decision with full visibility of the rationale.
Does CVSense look at protected characteristics?+
No. CVSense scores on the requirements you set against the evidence in the document. Recruiters can opt to redact name, address and date of birth before scoring.
Is CVSense audited for bias?+
Our published AI Ethical Policy commits to ongoing bias review. Enterprise customers can request our risk-management documentation under NDA.
What about historic bias in training data?+
CVSense's EBSV engine scores against the JD you provide and the evidence in the CV — it does not rely on a historic 'who-got-hired-before' training set, which is the classic source of bias in legacy ML hiring tools.
Related compliance & solutions
GDPR CV screening
How CVSense meets UK GDPR for AI CV screening.
EU AI Act compliance
How CVSense addresses EU AI Act obligations.
AI Ethical Policy
Read our published commitment to ethical AI.
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For NHS Recruiters
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