AI for HR
AI for HR teams: recruiting, onboarding and employee questions
AI helps an HR team by taking the high-volume admin of recruiting, onboarding and policy questions, while every decision about a person stays with a person. Native builds agents that post jobs, score candidates, book interviews, run onboarding checklists and answer employee questions from your handbook. At DKF Recruitment, four agents cover hiring from job post to interview, with a recruiter approving every major decision.
Featuring insights fromShaun Devan · Founder & CEOUpdated · 3 min read
Where AI has an impact in HR
Job posting
Posts drafted from each requisition and your templates, then published to the boards after approval.
Candidate scoring
Every sourced profile scored against the role on written criteria.
Candidate outreach
Personalised email and SMS that qualifies interest and hands over warm candidates.
Interview booking
Slots found across calendars and confirmed without an email chain.
Feedback capture
Interviewer notes summarised back onto the candidate record.
Onboarding
Forms, signatures, accounts and equipment tracked for each new starter.
Policy questions
Leave, benefits and expense questions answered from your handbook.
Manager support
Meeting prep and coaching help for managers, as Avalara runs for 600+ of its own.
Where HR hours go
Recruiters post the same role to several boards, screen CVs that do not fit, chase candidates and trade emails over interview slots. HR generalists answer the same leave and benefits questions every week and walk each new starter through the same forms. It is necessary work, and almost none of it needs an HR professional's judgement.
Agents take the volume. Your people make the hiring calls, handle the sensitive conversations and own the policies.
| Work | Agents | HR team |
|---|---|---|
| Job posts | Draft from the requisition and post once approved | Approve or edit |
| Sourcing and screening | Find and score candidates against the role | Shortlist and reject |
| Candidate outreach | Run personalised email and SMS conversations | Step in at any point |
| Interview scheduling | Book through calendars and collect feedback | Interview and decide |
| Onboarding | Send forms, chase signatures and track the checklist | Welcome and support the new starter |
| Employee questions | Answer from the handbook and policies | Handle anything personal or sensitive |
Where to start
- Interview scheduling. The fastest visible impact, because the back and forth disappears for candidates and hiring managers alike.
- Sourcing and scoring. Candidates scored against the role so recruiters clear a ranked queue in bulk, as at DKF Recruitment.
- A policy assistant. Leave, benefits and expense questions answered from your own handbook, inside Slack or Teams.
- Onboarding checklists. Every new starter's paperwork, accounts and first-week tasks tracked to done.
Fair, private and accountable
Hiring decisions affect people's lives, and the agents are built for that. A recruiter approves every post and every rejection, scoring criteria are written down and reviewed for bias, and candidate data stays in your applicant tracking system. Employee questions about health, pay disputes or conduct go to a person.
Agents work with the systems HR already uses, such as Workday, BambooHR, Greenhouse, Lever or your own ATS, and with Google and Outlook calendars.
What an engagement looks like
We start with one hiring cycle and one month of employee questions, traced end to end. The first agent is live within weeks, often scheduling or screening. Within months the department runs recruiting and onboarding with agents throughout, and your HR team can change the rules and templates themselves.
How to measure it
- Time to fill and time to first interview
- Recruiter hours spent with candidates versus on admin
- Share of employee questions answered without HR
- Onboarding tasks complete before day one
- Candidate response rates by channel
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 can AI help an HR team?
AI posts jobs, scores candidates, runs outreach, books interviews, tracks onboarding and answers routine policy questions. HR keeps every decision about a person and the conversations that need care.
Is it safe to use AI in hiring?
It is when a recruiter approves every major decision, the scoring criteria are written down and reviewed for bias, and candidate data stays in your own systems. Agents should never reject a candidate on their own.
Can AI answer employee HR questions?
Yes, for questions your handbook and policies answer, such as leave, benefits and expenses. Anything personal or sensitive is routed to a person.
Does AI work with our applicant tracking system?
Agents connect to common systems such as Workday, Greenhouse, Lever and BambooHR, and write their work back to the candidate record so the ATS stays the source of truth.
What should HR automate first?
Interview scheduling or candidate screening. Both are high volume, easy to check and visible to candidates within weeks.
