AI recruiting · human in the loop

AI runs the search. You approve every hire.

Full-cycle recruiting powered by AI sourcing and screening — with a human reviewing every decision that touches a candidate. Built compliant in the EU and NYC from day one.

EU AI Act alignedNYC Local Law 144 compliant
Active search — Senior CSM
3 of 41 candidates
Candidate 0146 yrs enterprise CS · AI matched
Approved
Candidate 0274 yrs mid-market CS · AI matched
Approved
Candidate 0332 yrs, career switch · AI matched
Review
Every AI match is reviewed by a human recruiter before outreach — logged for audit.
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Recruiting

Full-cycle recruiting, built on AI

Six years of full-cycle search — sourcing, screening, structured interviews, offer support — now run on AI tooling and checked at every step against the same standards we audit other companies against.

01

AI-assisted sourcing and screening

AI handles the volume work — sourcing and first-pass screening — with a human reviewing every match before a candidate is contacted.

02

Executive and specialist search

Roles filled from CSM to CEO, across agtech, fintech, media, climate, and AI/SaaS.

03

Fractional and embedded recruiting

Drop-in recruiting capacity for teams scaling fast, without the overhead of a full-time hire.

04

Compliant pipeline design

Hiring process design for teams building their first AI-assisted pipeline that also holds up under audit.

Bias audit

Bias audit

Grounded in behavioural science, not checklist compliance.

Methodology

The bias audit isn't a keyword scan of your job postings. It examines where hiring decisions actually drift from the criteria they're supposed to follow, and where AI tools amplify that drift.

It also tells you what a compliant, well-designed AI-assisted search looks like: recruiting is the other half of the work.

Get a bias audit
FAQ

Frequently asked

What does "AI recruiting with a human in the loop" mean?

AI handles the high-volume work of sourcing and screening candidates, but a human recruiter reviews and approves every match before a candidate is contacted or advanced — no hiring decision is made by AI alone.

Is PeopleNotResumes compliant with NYC Local Law 144?

Yes. PeopleNotResumes runs its own recruiting compliant with NYC Local Law 144, and also offers compliance audits to help other companies meet the same requirement for automated employment decision tools.

Is PeopleNotResumes compliant with the EU AI Act?

Yes. Recruiting and hiring-tool compliance work is built to align with EU AI Act requirements for high-risk AI systems used in employment decisions.

What is a hiring bias audit, and how is it different from a compliance check?

A bias audit examines where hiring decisions drift from stated criteria and where AI tools amplify that drift. A compliance check verifies a hiring process meets specific legal requirements like the EU AI Act or NYC Local Law 144.