RESOURCES
Field Notes On Hiring, Screening And What AI Can't Do.
Written by the people building the product and the recruiters using it. No thought leadership, no predictions about 2030 just what worked, what broke and what the data said.
Ethics & AI
Where AI screening quietly reintroduces bias
Removing names is the easy part, and most teams stop there. The signals that leak through afterwards postcodes, employment gaps, the phrasing of a bullet point are the ones that end up deciding outcomes.
Samuel Reiss
Co-founder & CTO . 22 min read
Rishabh Jain
Director of People Ops
APERTURE LABS
“FairHire removed a huge amount of manual work for us. Screening, scheduling, scorecards and candidate comms are connected now, which gave the team back the part of the week they used to lose to admin.”
0+
Hours saved per week
0x
Faster shortlist creation
Shia Daly
Chief People Officer
Amelia Chen
VP Talent
Rishabh Jain
Director of People Ops
Marcus Whitfield
Head of Talent Acquisition
Ingrid Sørensen
Global Head of Recruiting
Daniel Okoro
Recruiting Manager
Rishabh Jain
Director of People Ops
APERTURE LABS
“FairHire removed a huge amount of manual work for us. Screening, scheduling, scorecards and candidate comms are connected now, which gave the team back the part of the week they used to lose to admin.”
0+
Hours saved per week
0x
Faster shortlist creation
Shia Daly
Chief People Officer
Amelia Chen
VP Talent
Rishabh Jain
Director of People Ops
Marcus Whitfield
Head of Talent Acquisition
Ingrid Sørensen
Global Head of Recruiting
Daniel Okoro
Recruiting Manager
Rishabh Jain
Director of People Ops
APERTURE LABS
“FairHire removed a huge amount of manual work for us. Screening, scheduling, scorecards and candidate comms are connected now, which gave the team back the part of the week they used to lose to admin.”
0+
Hours saved per week
0x
Faster shortlist creation
Shia Daly
Chief People Officer
Amelia Chen
VP Talent
Rishabh Jain
Director of People Ops
Marcus Whitfield
Head of Talent Acquisition
Ingrid Sørensen
Global Head of Recruiting
Daniel Okoro
Recruiting Manager
Rishabh Jain
Director of People Ops
APERTURE LABS
“FairHire removed a huge amount of manual work for us. Screening, scheduling, scorecards and candidate comms are connected now, which gave the team back the part of the week they used to lose to admin.”
0+
Hours saved per week
0x
Faster shortlist creation
Shia Daly
Chief People Officer
Amelia Chen
VP Talent
Rishabh Jain
Director of People Ops
Marcus Whitfield
Head of Talent Acquisition
Ingrid Sørensen
Global Head of Recruiting
Daniel Okoro
Recruiting Manager
GET IN TOUCH
Finally, A Hiring Platform That Adapts To Your Process Not The Other Way Around.
GET IN TOUCH
Finally, A Hiring Platform That Adapts To Your Process Not The Other Way Around.
GET IN TOUCH
Finally, A Hiring Platform That Adapts To Your Process Not The Other Way Around.
GET IN TOUCH
Finally, A Hiring Platform That Adapts To Your Process Not The Other Way Around.
FREQUENTLY ASKED QUESTIONS
Everything hiring teams ask before they switch.
What exactly is FairHire AI, and how is it different from an ATS?
An ATS stores your pipeline. Fair Hire works inside it—screening, shortlisting, interviewing, and insights, while AI automates repetitive tasks and humans make every decision with full transparency and control.
Does the AI reject candidates on its own?
No. Fair Hire does not make the final call. It surfaces signals, applies your rubric consistently, and flags candidates for review — while hiring decisions always stay with a named human.
How do you handle bias and fairness monitoring?
Fair Hire monitors outcomes across the funnel and surfaces potential disparities. Fair Insights helps teams spot patterns, document decisions, and keep their hiring process aligned with a consistent, reviewable rubric.
Which ATS and HRIS systems do you integrate with?
Fair Hire works with the ATS and HRIS systems your team already uses. It sits on top of your existing workflow, connecting to your recruiting stack without requiring you to replace the systems you already rely on.
How long does implementation take?
Most teams can get started quickly because Fair Hire works with your existing stack. Setup typically focuses on connecting your systems, configuring your rubric, and training the team — so you can move from setup to active workflows without a lengthy rollout.
FREQUENTLY ASKED QUESTIONS
Everything hiring teams ask before they switch.
What exactly is FairHire AI, and how is it different from an ATS?
An ATS stores your pipeline. Fair Hire works inside it—screening, shortlisting, interviewing, and insights, while AI automates repetitive tasks and humans make every decision with full transparency and control.
Does the AI reject candidates on its own?
No. Fair Hire does not make the final call. It surfaces signals, applies your rubric consistently, and flags candidates for review — while hiring decisions always stay with a named human.
How do you handle bias and fairness monitoring?
Fair Hire monitors outcomes across the funnel and surfaces potential disparities. Fair Insights helps teams spot patterns, document decisions, and keep their hiring process aligned with a consistent, reviewable rubric.
Which ATS and HRIS systems do you integrate with?
Fair Hire works with the ATS and HRIS systems your team already uses. It sits on top of your existing workflow, connecting to your recruiting stack without requiring you to replace the systems you already rely on.
How long does implementation take?
Most teams can get started quickly because Fair Hire works with your existing stack. Setup typically focuses on connecting your systems, configuring your rubric, and training the team — so you can move from setup to active workflows without a lengthy rollout.
FREQUENTLY ASKED QUESTIONS
Everything hiring teams ask before they switch.
What exactly is FairHire AI, and how is it different from an ATS?
An ATS stores your pipeline. Fair Hire works inside it—screening, shortlisting, interviewing, and insights, while AI automates repetitive tasks and humans make every decision with full transparency and control.
Does the AI reject candidates on its own?
No. Fair Hire does not make the final call. It surfaces signals, applies your rubric consistently, and flags candidates for review — while hiring decisions always stay with a named human.
How do you handle bias and fairness monitoring?
Fair Hire monitors outcomes across the funnel and surfaces potential disparities. Fair Insights helps teams spot patterns, document decisions, and keep their hiring process aligned with a consistent, reviewable rubric.
Which ATS and HRIS systems do you integrate with?
Fair Hire works with the ATS and HRIS systems your team already uses. It sits on top of your existing workflow, connecting to your recruiting stack without requiring you to replace the systems you already rely on.
How long does implementation take?
Most teams can get started quickly because Fair Hire works with your existing stack. Setup typically focuses on connecting your systems, configuring your rubric, and training the team — so you can move from setup to active workflows without a lengthy rollout.
FREQUENTLY ASKED QUESTIONS
Everything hiring teams ask before they switch.
What exactly is FairHire AI, and how is it different from an ATS?
An ATS stores your pipeline. Fair Hire works inside it—screening, shortlisting, interviewing, and insights, while AI automates repetitive tasks and humans make every decision with full transparency and control.
Does the AI reject candidates on its own?
No. Fair Hire does not make the final call. It surfaces signals, applies your rubric consistently, and flags candidates for review — while hiring decisions always stay with a named human.
How do you handle bias and fairness monitoring?
Fair Hire monitors outcomes across the funnel and surfaces potential disparities. Fair Insights helps teams spot patterns, document decisions, and keep their hiring process aligned with a consistent, reviewable rubric.
Which ATS and HRIS systems do you integrate with?
Fair Hire works with the ATS and HRIS systems your team already uses. It sits on top of your existing workflow, connecting to your recruiting stack without requiring you to replace the systems you already rely on.
How long does implementation take?