Why VIRKLA

Solution

AI candidate matching that explains why someone ranks #1

Stop guessing from CV layout. See skills and experience signals mapped to your role — then decide who to interview.

Keyword ATS tools reward buzzwords. Virkla compares structured role requirements with candidate profile signals so recruiters review the strongest fits first.

Solution brief

Stop guessing from CV layout. See skills and experience signals mapped to your role — then decide who to interview.

Who is it for

Focus interview time on top matches.

Key benefit

Focus interview time on top matches.

What you get with Virkla

Human judgment always wins.

What you get with Virkla

Keyword ATS tools reward buzzwords. Virkla compares structured role requirements with candidate profile signals so recruiters review the strongest fits first.

Ranked shortlists

Focus interview time on top matches.

Override controls

Human judgment always wins.

Analytics

Track conversion from shortlist to offer.

How it works

A practical path with Virkla

01

Matching that recruiters can defend

Scores reflect requirements you define: skills, seniority, must-haves. Recruiters reorder, filter, and validate before advancing anyone.

02

Works with the full hiring flow

Matching connects to job posting, debias checks, interviews, and internal evaluations — not a standalone spreadsheet export.

Open AI Score Matching

Frequently asked questions

Is matching fully automatic?

It prioritizes review order — recruiters confirm every stage change.

Does it work for non-tech roles?

Yes — requirements are role-defined, not tied to a single industry template.

How is this different from keyword search?

Keyword search finds text matches. Virkla weights structured fit signals for the role you published.

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