AI consulting · Recruitment
AI consulting for staffing firms, executive search and talent teams
Native helps staffing firms, executive search firms and in-house talent teams put AI agents into sourcing, screening, outreach and scheduling, with a recruiter approving every decision that matters. At DKF Recruitment, four agents now cover the hiring cycle from job post to interview. A first agent can be working your requisitions within weeks.
Featuring insights fromShaun Devan · Founder & CEOUpdated · 4 min read
Where AI has an impact in recruitment
Job posting
Posts drafted from each requisition and pushed to every board once a recruiter approves.
Candidate sourcing
Profiles found across boards, your database and public sources, scored against the role with reasoning.
Screening and shortlists
CVs read against the requirements, with a ranked shortlist for the recruiter to approve in bulk.
Outreach and qualification
Personalised first messages and qualifying questions, with warm candidates handed over with a summary.
Interview scheduling
Times agreed across calendars without the back and forth, and feedback logged on the record.
Target lists and market maps
Research for executive searches built from the firm's own history and public sources.
Compliance and documents
Right-to-work checks, references and expiring certifications chased on a schedule.
Pipeline reporting
One view of every role and candidate stage for leadership, without a weekly spreadsheet.
Why recruiters lose their week to admin
Recruitment is a speed business. The firm that puts a qualified candidate in front of the client first usually makes the placement, but most of a recruiter's week goes on posting to several boards, reading CVs, chasing replies and trading messages about interview times.
None of that needs a recruiter's judgement. It needs speed and consistency, which is what agents are good at. The recruiter's time goes back to the calls with candidates and clients, which is where placements are won.
What agents do, and what recruiters decide
Hiring decisions affect people's livelihoods, so the approval points are agreed with your recruiters before anything is built and every one is kept on record.
| Stage | Agent | Recruiter |
|---|---|---|
| Job posts | Drafts each post from the requisition and your templates | Approves before it goes live |
| Sourcing | Finds profiles and scores each one against the role, with its reasoning | Approves or rejects the queue |
| Outreach and qualification | Runs the first conversations by email and SMS | Steps in at any point and takes the warm candidate |
| Interview scheduling | Books through calendars and logs feedback | Runs the interview |
| Rejections and offers | Never decides | Decides |
Fair, explainable screening
Automated hiring tools are regulated in more places every year. New York City's Local Law 144 requires a bias audit before an automated employment decision tool is used, and the EU AI Act treats AI used in recruitment as high risk. Agents built for hiring score against the written requirements of the role, show why each candidate scored as they did, and leave the decision with a person.
That design also makes the system better. When a recruiter rejects a candidate the agent scored highly, the reason is captured, and the next shortlist reflects it.
Executive search and specialist staffing
Search firms need something different from volume staffing. The work is target lists, market maps and research into the companies a client wants to hire from, and the hardest hours go into the first list. Agents build that list from the firm's own database, past searches and public sources, so a researcher starts from a ranked map rather than a blank page. A common find is strong candidates already in the firm's own records who were being sourced again from scratch.
Specialist staffing has its own rules. At DKF Recruitment, which supplies labour for asbestos removal, demolition and land remediation, every candidate has to fit a role where site safety and training matter, so the agents work from the firm's own requirements and the recruiter approves every major decision from one dashboard.
What an engagement looks like
We start with your desk as it runs today: which boards and sources you use, what your applicant tracking system holds, how a candidate moves from first contact to placement, and where recruiters lose the most hours. The first agent, usually sourcing or scheduling, goes live within weeks. Within months the whole cycle runs with agents, and your recruiters are trained to adjust them as roles and markets change.
Agents work inside the systems you already run, including Bullhorn, Vincere, JobAdder, Greenhouse, Workday and LinkedIn Recruiter, and your code, data and credentials stay in your name.
Case study · DKF Recruitment
DKF Recruitment put agents on every stage of hiring, from job post to interview.
Native helped DKF Recruitment build four agents that post jobs, source and score candidates, run outreach and book interviews, with a recruiter approving every major decision from one dashboard.
Frequently asked questions
How is AI used in recruiting?
Agents post jobs, source and score candidates, run first outreach and book interviews. Recruiters keep the decisions about who moves forward, and the conversations with candidates and clients.
Is it legal to use AI to screen candidates?
Yes, with conditions that vary by place. New York City requires a bias audit for automated employment decision tools, and the EU AI Act treats recruitment AI as high risk. Screening that scores against written requirements, explains itself and leaves the decision to a person is the safest design.
Can AI help an executive search firm?
Yes. The biggest gain is usually research: target lists and market maps built from the firm's own records and public sources, so researchers start from a ranked map instead of a blank page.
Will AI replace recruiters?
No. It takes the admin that fills a recruiter's week, such as posting, screening, chasing and scheduling, so recruiters spend more time on candidates and clients.
Does AI work with my applicant tracking system?
Yes. Agents work inside the ATS you already run, reading requisitions and writing back candidates, notes and feedback, so the ATS stays the system of record.
