Sourcing AI: otwieramy wczesny dostęp

300 applicants for one role. How do you find the ones worth interviewing?

Set clear criteria, let AI screen and verify every applicant, and keep the final call with you. A practical guide to recruitment automation.

Alex Nosik

Founder Careerswift

Claude Plugins: What They Are and How to Use Them
Claude Plugins: What They Are and How to Use Them

Sourcing AI: otwieramy wczesny dostęp

Getting 100 to 500 applications for a single competitive role is pretty normal these days. For recruiters, that can mean hours of resume review before they even get to the first interview, with scheduling and follow ups still waiting.

And volume is only half the problem. When you’re screening hundreds of people by hand, consistency becomes harder too. Two recruiters can look at the same resume and come away with different answers. Meanwhile, hours are spent reviewing candidates who never make it past the first stage.

Getting 100 to 500 applications for a single competitive role is pretty normal these days. For recruiters, that can mean hours of resume review before they even get to the first interview, with scheduling and follow ups still waiting.

And volume is only half the problem. When you’re screening hundreds of people by hand, consistency becomes harder too. Two recruiters can look at the same resume and come away with different answers. Meanwhile, hours are spent reviewing candidates who never make it past the first stage.

Your ATS keeps hiring organized. It doesn’t do the work.

An ATS tracks applications and candidate stages. Recruiters still review resumes, schedule interviews, follow up, and assess candidates.

87%

  • Szybsza shortlista

  • Szybsza shortlista

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  • Szybsza shortlista

  • Szybsza shortlista

Sourcing AI: otwieramy wczesny dostęp

Know your baseline,then automate

Before you change anything, get a clear view of how the process works today. You don’t need perfect data, but you do need a starting point. Track the same numbers before and after, so you can tell whether automation actually improved the process or just moved the bottleneck somewhere else.
This is where every Careerswift engagement starts: we map these numbers with your team before configuring anything.

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Sourcing AI: otwieramy wczesny dostęp

The slowest step isn't always the bottleneck

Map the workflow end to end, covering role definition, sourcing, screening, first interview, evaluation, hiring manager review, final interview, and offer. Give each stage a clear owner and decision. Then look at the time between stages:

Screening · 5h
Screening · 5h

Screening · 5h

Scheduling · 1 day
Scheduling · 1 day

Scheduling · 1 day

Waiting for hiring manager feedback · 3 days
Waiting for hiring manager feedback · 3 days

Waiting for hiring manager feedback · 3 days

Zobacz Careerswift w działaniu i wyjdź ze spotkania z gotowym planem wdrożenia, dopasowanym do Twoich konkretnych rekrutacji i zespołu.

That's why we don't start with a tool. We start with your workflow, then automate the stages that actually hold hires back.

Sourcing AI: otwieramy wczesny dostęp

What to automate, and what to keep human

Once you spot the real bottleneck, decide what to automate and what to keep human. Repeatable, process-driven work is a good fit for automation. Anything that depends on context, judgment, or alignment should stay with the recruiter.

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Wyszukiwanie na żywo na Twojej ofercie

Szybsza shortlista

Szybsza shortlista

Wyszukiwanie na żywo na Twojej ofercie

Szybsza shortlista

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Wyszukiwanie na żywo na Twojej ofercie

Szybsza shortlista

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Wyszukiwanie na żywo na Twojej ofercie

Szybsza shortlista

Szybsza shortlista

50 godzin

Wyszukiwanie na żywo na Twojej ofercie

Szybsza shortlista

Szybsza shortlista

Wyszukiwanie na żywo na Twojej ofercie

Szybsza shortlista

Szybsza shortlista

Wyszukiwanie na żywo na Twojej ofercie

Szybsza shortlista

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Wyszukiwanie na żywo na Twojej ofercie

Szybsza shortlista

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Automate screening without turning hiring into a black box

A faster shortlist isn’t automatically a better one. Start by defining what matters for the role: must-haves, nice-to-haves, and deal-breakers. That gives recruiters and screening tools the same framework, and helps move beyond keyword matching, where resumes win by repeating the job description.

A score helps sort a large pool, but the number alone doesn’t explain the decision. Instead of wondering why one candidate scored 82 and another 65, recruiters should see which requirements were met, which were missing, and whether those gaps actually matter for the role. Careerswift shows the factors behind each score, so you review the evidence instead of treating the score itself as the decision.

01.
Applications

02.
Role criteria

03.
AI analysis

04.
Score + evidence

05.
Recruiter review

06.
Shortlist

01. Applications

02. Role criteria

03. AI analysis

04. Score + evidence

05. Recruiter review

06. Shortlist

01. Applications

02. Role criteria

04. Score + evidence

03. AI analysis

06. Shortlist

05. Recruiter review

Robota.ua, Work.ua, Djinni i LinkedInw jednym wyszukiwaniu

Otwieramy wczesny dostęp dla ograniczonej liczby zespołów w Ukrainie. Umów demo — pokażemy AI Sourcing na Twojej realnej ofercie.

Otwieramy wczesny dostęp dla ograniczonej liczby zespołów w Ukrainie. Umów demo — pokażemy AI Sourcing na Twojej realnej ofercie.

Sourcing AI: otwieramy wczesny dostęp

Stop running the same first call forty times

The first recruiter call usually covers the same ground: motivation, relevant experience, availability, salary expectations and basic role fit. Set the questions and evaluation criteria once, then give every candidate the same starting point.

The candidate applied at 11 PM

AI Interviews

11:00 PM

Application received

11:05 PM

AI interview started

Live

Answer 1 of 8 · voice

Their first hiring interview started at 11:05

AI Interview:

voice or video, full transcript, and a score for every answer against your scorecard.

Try an AI interview as a candidate →

Candidates complete the interview on their own schedule. You review the recording, transcript and evaluation when it suits you, then compare answers side by side instead of trying to remember what someone said on a call two days ago.

Sourcing AI: otwieramy wczesny dostęp

Candidates use AI too. Plan for it.

Candidates use AI to polish resumes, prepare for interviews and generate answers. Sometimes that makes it harder to tell what they actually know and how they think.

Careerswift checks for authenticity and surfaces signals for the recruiter to review.

AI-generated or plagiarized answers

Flags answers that appear generated or copied, so a polished response doesn't get mistaken for the candidate's own thinking.

Tab-switching and loss of focus
LinkedIn and GitHub cross-check
Identity consistency
AI-generated or plagiarized answers
Tab-switching and loss of focus
LinkedIn and GitHub cross-check
Identity consistency

Robota.ua, Work.ua, Djinni i LinkedInw jednym wyszukiwaniu

Robota.ua, Work.ua, Djinni i LinkedInw jednym wyszukiwaniu

Sourcing AI: otwieramy wczesny dostęp

One workflow instead of five manual steps

Once sourcing, screening and interviews are structured, they can work as one process. Describe the candidate you want in plain language, find matching profiles, and refine the search as you go. Follow-ups and next steps can then run automatically based on the sequence you define.

01

Source

Plain-language search

02

Screen

Score + evidence

03

Interview

Async, structured

04

Verify

Authenticity checks

05

You decide

Shortlist to offer

01

Source

Plain-language search

02

Screen

Score + evidence

03

Interview

Async, structured

04

Verify

Authenticity checks

05

You decide

Shortlist to offer

Robota.ua, Work.ua, Djinni i LinkedInw jednym wyszukiwaniu

Selekcja z uwzględnieniem kontekstu

Wykrywanie oszustw

Rozmowy z AI

Szybsza shortlista

87%

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87%

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Zostawcie swój e-mail, aby jako pierwsi dowiadywać się o nowościach. Bez obaw, my też nie znosimy spamu.

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Bądźcie na bieżąco z nowościami

Zostawcie swój e-mail, aby jako pierwsi dowiadywać się o nowościach. Bez obaw, my też nie znosimy spamu.

Nasze media społecznościowe

Bądźcie na bieżąco z nowościami

Zostawcie swój e-mail, aby jako pierwsi dowiadywać się o nowościach. Bez obaw, my też nie znosimy spamu.

Nasze media społecznościowe

Bądźcie na bieżąco z nowościami

Zostawcie swój e-mail, aby jako pierwsi dowiadywać się o nowościach. Bez obaw, my też nie znosimy spamu.

Nasze media społecznościowe