Lorem ipsum dolor sit amet consectetur netus erat
Lorem ipsum dolor sit amet consectetur bibendum volutpat.

AI in hiring often sparks one big question: will candidates actually accept it? To answer that, we invited 667 job seekers across seven roles to complete structured AI avatar interviews on our platform and tell us what they thought.
This research was something we chose to do above and beyond our independent bias audit. While the audit confirmed our platform treats candidates fairly across demographics, we wanted to ensure the experience felt just as fair and accessible to the people who matter most: job seekers themselves.
The results were clear: candidates didn’t just tolerate the format. They found it fair, valuable, and even empowering.
Here’s what job seekers told us after completing an AI-led interview:
Those aren’t small margins — they point to strong candidate acceptance across demographics, roles, and backgrounds.
The most powerful insights came directly from participants. Candidates described the AI-led avatar interviews as:
For many, the experience wasn’t just acceptable — it was preferable.
One of the most encouraging findings was how consistently the format resonated across demographics:
In short: fairness wasn’t just an audit result — candidates felt it in the experience itself.
Independent audits validate the fairness of our system. But fairness is also about perception and trust. By conducting this additional study, we showed that candidates themselves feel the process is equitable, consistent, and empowering. Their voices confirm that technology can not only pass an audit but also improve the candidate experience in practice.
At Colleva, we’ll keep listening, auditing, and improving — because fairness is both a technical standard and a human outcome.
Ready to see how fair, structured, and candidate-friendly hiring can work in your organization? Learn more about Colleva’s Talent Acquisition platform.
Lorem ipsum dolor sit amet consectetur. Lectus ac eleifend in convallis imperdiet. Amet tortor lorem odio proin dolor. Convallis dolor posuere vitae pellentesque nulla rutrum sit. Quam aliquet a arcu iaculis sit fringilla eu. Tortor tortor amet nunc non odio posuere convallis ut. Massa risus orci enim arcu. Sit platea pharetra purus aliquet proin. Ac gravida id sit odio. Tempor posuere tellus iaculis in enim scelerisque non amet id. Egestas nisl risus placerat quis euismod hendrerit ac. Condimentum at quam nunc adipiscing urna facilisi leo. Turpis senectus posuere laoreet tellus hendrerit faucibus platea blandit sed. Nibh feugiat felis felis sem urna volutpat eget turpis amet. Lorem auctor egestas diam imperdiet.
Felis venenatis mi varius ac nunc mi neque rhoncus. A nullam turpis laoreet odio cras mauris nulla auctor. Vel maecenas facilisis congue ultrices mauris justo fames a platea. Etiam eget nascetur nibh vitae. Eu accumsan mus dolor tristique.
Lorem ipsum dolor sit amet consectetur. Lectus ac eleifend in convallis imperdiet. Amet tortor lorem odio proin dolor. Convallis dolor posuere vitae pellentesque nulla rutrum sit. Quam aliquet a arcu iaculis sit fringilla eu. Tortor tortor amet nunc non odio posuere convallis ut. Massa risus orci enim arcu. Sit platea pharetra purus aliquet proin. Ac gravida id sit odio. Tempor posuere tellus iaculis in enim scelerisque non amet id. Egestas nisl risus placerat quis euismod hendrerit ac. Condimentum at quam nunc adipiscing urna facilisi leo. Turpis senectus posuere laoreet tellus hendrerit faucibus platea blandit sed. Nibh feugiat felis felis sem urna volutpat eget turpis amet. Lorem auctor egestas diam imperdiet.

Lorem ipsum dolor sit amet consectetur. Lectus ac eleifend in convallis imperdiet. Amet tortor lorem odio proin dolor. Convallis dolor posuere vitae pellentesque nulla rutrum sit. Quam aliquet a arcu iaculis sit fringilla eu. Tortor tortor amet nunc non odio posuere convallis ut. Massa risus orci enim arcu. Sit platea pharetra purus aliquet proin. Ac gravida id sit odio. Tempor posuere tellus iaculis in enim scelerisque non amet id. Egestas nisl risus placerat quis euismod hendrerit ac. Condimentum at quam nunc adipiscing urna facilisi leo. Turpis senectus posuere laoreet tellus hendrerit faucibus platea blandit sed. Nibh feugiat felis felis sem urna volutpat eget turpis amet. Lorem auctor egestas diam imperdiet.
Lorem ipsum dolor sit amet consectetur. Lectus ac eleifend in convallis imperdiet. Amet tortor lorem odio proin dolor. Convallis dolor posuere vitae pellentesque nulla rutrum sit. Quam aliquet a arcu iaculis sit fringilla eu. Tortor tortor amet nunc non odio posuere convallis ut. Massa risus orci enim arcu. Sit platea pharetra purus
Lorem ipsum dolor sit amet consectetur. Lectus ac eleifend in convallis imperdiet. Amet tortor lorem odio proin dolor. Convallis dolor posuere vitae pellentesque nulla rutrum sit. Quam aliquet a arcu iaculis sit fringilla eu. Tortor tortor amet nunc non.
Lorem ipsum dolor sit amet consectetur. Lectus ac eleifend in convallis imperdiet. Amet tortor lorem odio proin dolor. Convallis dolor posuere vitae pellentesque.
Lorem ipsum dolor sit amet consectetur. Lectus ac eleifend in convallis imperdiet. Amet tortor lorem odio proin dolor. Convallis dolor posuere vitae pellentesque nulla rutrum sit. Quam aliquet a arcu iaculis sit fringilla eu. Tortor tortor amet nunc non odio posuere convallis ut. Massa risus orci enim arcu. Sit platea pharetra purus aliquet proin. Ac gravida id sit odio. Tempor posuere tellus iaculis in enim scelerisque non amet id. Egestas nisl risus placerat quis euismod hendrerit ac. Condimentum at quam nunc adipiscing urna facilisi leo. Turpis senectus posuere laoreet tellus hendrerit faucibus platea blandit sed. Nibh feugiat felis felis sem urna volutpat eget turpis amet. Lorem auctor egestas diam imperdiet.