AI in HR & Recruiting
A key role has been open for weeks. HR is drowning in applications while the best candidates sign elsewhere. You suspect AI could help, but where exactly, and where should humans stay in the loop? Let's think through it together.
The Problem
Why traditional hiring can't keep up
Manual screening of hundreds of applications
Every resume is opened, read, and evaluated by hand. For popular roles that means hundreds of applications, and the screening alone takes days or weeks.
Good candidates lost to slow process
Top candidates don't wait. If your response time is two weeks while competitors reply in two days, the best people are gone before you even schedule the first call.
Inconsistent onboarding
New hires get different experiences depending on who onboards them. Important steps get missed, documents get lost, and it takes weeks before someone is truly productive.
AI Approaches
Three areas you should know about
Other companies are already using these approaches. Not everything fits everyone. It's worth understanding what's possible and where the biggest effect is.
Intelligent application screening
AI pre-screens incoming applications against your role requirements, highlighting the most promising candidates. Your HR team still makes the final call. Instead of reading 200 resumes, they focus on the top 20.
- Evaluates skills, experience, and role fit consistently
- Flags potential matches your team might have overlooked
- Human always decides. AI surfaces, doesn't select.
- Works with PDFs, emails, and ATS uploads
Sarah M., Senior Developer
5 yrs React, team lead exp., matches 4/5 criteria
Thomas K., Full Stack Engineer
3 yrs Python, cloud certs, matches 4/5 criteria
Alex R., Junior Developer
1 yr exp., strong portfolio, matches 2/5 criteria
12 more candidates
Below threshold, available for review
AI-ranked candidate shortlist
Open Role
Product Manager, B2B SaaS
Suggested Matches
Role-to-candidate matching
Candidate matching & sourcing
AI compares open roles against your talent pool, including past applicants and internal employees ready for a change. It surfaces people you might not have thought of, so you're not always starting from zero.
- Matches skills and experience, not just keywords
- Resurfaces past applicants who might fit new roles
- Identifies internal candidates for open positions
Onboarding automation
AI helps structure and track the onboarding journey: auto-generating personalized checklists, scheduling introductions, and answering common "first week" questions. Your new hires feel supported from day one, without someone manually orchestrating every step.
- Personalized onboarding plans based on role and department
- Automatic reminders for documents, access, and introductions
- New hire FAQ bot that answers common questions 24/7
- A starting point your team adapts and improves over time
Onboarding: Lisa W. (Product Manager)
Questions we'll answer together
What you'll find out
No promises on numbers. Instead: the questions worth getting clear on before you touch your hiring funnel.
Where is time really lost?
Screening, scheduling, or handoffs
Where must humans stay?
The calls AI should never make
What's one safe first step?
Low-risk test with a clear signal
Is it worth it for you?
Honest answer after the first prototype
Our Approach
Your sparring partners for AI
Monthly companionship, one dedicated contact, cancel any time. Your HR team builds its own judgement on AI step by step and needs us less over time.
One contact, every month
One person who knows your roles, your team and your hiring reality. We think together about the next question worth tackling.
Try it out together
We build one small, concrete thing together. No slide decks. You'll see for yourself whether it helps before you commit to anything bigger.
You stay in charge
Cancel any time. The goal is that after a few months you can judge the next AI question for HR on your own.
Is this for you?
AI in HR makes sense if...
Let's think through your recruiting together
In a free Sparring Call we look at your hiring process and where one small test could tell you the most. No commitment, 30 minutes.