Use Case

AI in HR & Recruiting

Overwhelmed HR teams, slow hiring processes, and great candidates slipping through the cracks? AI can help you screen faster, match smarter, and give new hires a smoother start – without losing the human touch.

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 starting points for faster, smarter hiring

You don't need to reinvent your entire HR process. Each of these can be introduced independently and expanded over time.

Approach 1

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 – but 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
92

Sarah M. – Senior Developer

5 yrs React, team lead exp., matches 4/5 criteria

Strong
85

Thomas K. – Full Stack Engineer

3 yrs Python, cloud certs, matches 4/5 criteria

Strong
68

Alex R. – Junior Developer

1 yr exp., strong portfolio, matches 2/5 criteria

Maybe
41

12 more candidates

Below threshold – available for review

AI-ranked candidate shortlist

Open Role

Product Manager – B2B SaaS

B2B experience Agile Data-driven
AI matching

Suggested Matches

Internal: Lisa W. (currently Proj. Manager)
Past applicant: Marc D. (applied 3 mo ago)

Role-to-candidate matching

Approach 2

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
Approach 3

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 it over time

Onboarding – Lisa W. (Product Manager)

Contract signed & returned Day 0
Laptop & accounts set up Day 1
Meet the team – intro calls scheduled Today
First sprint planning – Week 2
Auto-generated based on role · Reminders sent automatically

Typical Results

What's realistically possible

No inflated promises. These ranges are based on what we've seen in real projects with small and mid-sized businesses.

60–80%

Faster initial screening

30–50%

Shorter time-to-hire

Fewer

Candidate drop-offs in process

2–4 wks

From start to first results

Our Approach

How we help you get started

We don't just build something and disappear. By the end, you'll understand how the solution works – and can take it from there.

1

Analysis

We look at your current hiring workflow, application volumes, and pain points. Together, we identify where AI can help the most – screening, matching, or onboarding.

2

Prototype

We build a working prototype and test it with real data. You give feedback, we iterate – and you see exactly how the AI makes its decisions.

3

Handover

You get everything: the prototype, the documentation, and the understanding. Your team can run and evolve the solution independently.

Is this for you?

AI in HR makes sense if...

You receive more applications than your team can screen quickly
Good candidates drop off because your process takes too long
Onboarding varies depending on who handles it
Your HR team spends too much time on repetitive admin
You're hiring for multiple roles simultaneously
You want to explore AI in HR but need a safe starting point

Let's talk about your recruiting

In a free introductory call, we'll look at your current hiring process and explore where AI could help the most. No commitment, 30 minutes.