AI-native recruiting memory · Azure EU

The AI Recruiting Workspace that Remembers.

Upload CVs and LinkedIn profile PDFs once. sHRark ranks candidates across eligible roles, explains the evidence, and learns from notes, feedback, and outcomes.

AI-native rankingCross-role memoryAzure EUMulti-domain engine
01The problem

Most hiring tools forget everything between roles.

Recruiters do the same work twice because the context never carries over. The next role starts from an empty folder, not from what you already learned.

You re-read the same CVs every role

People you already screened sit in old inboxes and dead spreadsheets. The next time a fitting role opens, nobody remembers them and the reading starts over.

You cannot defend the shortlist

Why someone ranked where they did, what the manager really wanted, which question exposed the risk: it lives in calls and comments, then a hiring manager pushes back and you have nothing to point to.

Last role's learning is gone

A classic ATS stores applications. It does not learn. So each new role repeats the same reading, ranking, and guessing from scratch.

02Where to start

Pick your situation, not a product name.

Three ways in, the same engine underneath. Start where you are today.

sHRark ATS

Your candidate history, turned into a ranked shortlist with evidence.

Create a role, upload CVs or LinkedIn PDFs, and sHRark ranks every eligible candidate, shows the evidence, flags the risks, and suggests the questions to ask. Then it learns from what you decide.

Working today: GPT-5.4 base score, deterministic guards, evidence linked to source text, full score history.

Ranking you can defend

Every score links back to source text, so you can explain a shortlist to a hiring manager in seconds, not justify a black box.

Risks and questions surfaced

sHRark names the gaps and hands you the exact questions to test them in the interview, instead of leaving you to find them later.

Memory that compounds

Notes, stage moves, rejections, and hires feed the next ranking, so the system gets better at how your team specifically hires, including across roles and clients when the data scope allows it.

Sample ranking

A.K.

Candidate A.K.

Role: Senior Product Manager

Strong fit
87/ 100

Match score

Skills92
Culture81
Stability84
Growth79

How the score is built

Sub-score avg 84
Role weights and guards -3
Base score 81
Feedback +4
Peer signal +2
Final 87

Stability: a higher score means longer tenure and lower risk.

Strengths

  • 8 years leading product teams
  • Shipped 3 products from idea to launch

Risk to test

  • No experience in a regulated industry

Evidence

“Led the team that rebuilt checkout and cut failed payments by a third.”

Suggested question

Tell me about a launch that slipped, and how you brought it back on track.

app.shrark.com/dashboard/candidates
AK

Candidate A.K.

Senior Product Manager

87

Strong fit

Score history

+15 over 6 re-ranks
Base 81
Guards -3
Feedback +4
Peers +2
Final 87

Evidence, linked to source

“Led the team that rebuilt checkout and cut failed payments by a third.”

CV, page 1

app.shrark.com/dashboard

Dashboard

78% setup avg

Open roles

6

Active candidates

38

Pending actions

3

Hired / offers

1/2

Strongest fits

Candidate A.K.

Ranked for Senior Product Manager

87

Needs attention

  • Backend Engineer needs a stronger brief
  • Candidate stuck mid-pipeline, no movement for 9 days
sHRark Jobs

A two-sided match, run by the same engine.

Employers describe the role. Experienced candidates submit once. sHRark keeps the pool verified, ranks anonymized fit, and introduces only the strongest matches with the reasoning behind them.

For employers

No CVs to upload? Describe the role.

Skip the sourcing grind. The same engine that powers sHRark ATS ranks our reviewed pool and returns a short, anonymized shortlist of the strongest matches, each with its reasoning.

  • Anonymized shortlist, not a CV dump
  • Every match comes with its reasoning
  • You only see people who actually fit
Request sHRark Jobs access

Already have a bench or past applicants worth keeping warm? Invite them to the pool. You can preview exactly what a candidate sees first.

Preview the candidate site
app.shrark.com/jobs

Senior Frontend Engineer

3 candidates shown

Candidate #8f3ac21d

Anonymized

82

Candidate #1b09e7aa

Reveal requested

76

Candidate #c4d5e6f0

Anonymized

78

Match rationale

Evidence: strong
Skills88
Culture79
Stability80
Growth77
Not hiring? You are a candidate.
For candidates

Looking, quietly? Get found, for free.

Leave your CV once and stay in control the whole way.

  • Free for candidates
  • Anonymized to employers
  • Contacted only with your consent
  • Human reviewed, never scraped
Leave your CVthe candidate site
app.shrark.com/jobs

We asked you first

Reveal request pending your approval. No contact details are shared until you say yes.

ApproveDecline
Candidate #8f3ac21d·Anonymized
Skills88
Culture79
Stability80
Growth77
One engine

One engine underneath both.

sHRark Core scores, explains, and remembers. ATS and Jobs are the same engine pointed at different candidate sources: your own data, or our shared pool.

sHRark · PlatformOne recruiting engine, three productsPRODUCTSENGINESOURCESsHRark ATSHire on your own datasHRark JobsMatch against our poolSHARED ENGINEsHRark CoreScoringEvidenceMemoryYour own dataCVs, LinkedIn PDFsShared candidate poolreviewed, consent-gated
03Pricing

Plans that scale with your hiring, not your headcount.

Every plan includes the full ranking engine, evidence checks, and public application links. Limits are live capacity: active recruitments and stored candidates.

Starter

€59

per month

For a single hiring stream.

  • 2 active recruitments
  • 100 candidates
  • Ranking, evidence, public links

Team

Most popular

€149

per month

For teams hiring continuously.

  • 7 active recruitments
  • 400 candidates
  • Clients, decisions workspace, PDF exports

Business

€349

per month

For high-volume recruitment.

  • 20 active recruitments
  • 1200 candidates
  • Full analytics, audit exports

Scale

from €790

per month

Custom volume, SSO, onboarding.

  • Custom limits
  • SSO and security review
  • Dedicated onboarding
Yearly billing covers 10 months; two months are on us.30-day free trial on every plan. No card. Plus 14 days when you refer a company.Refer a company for +14 trial days. Revenue-share program coming next.Add-ons: +1 recruitment this month: €19 · +100 candidate capacity: €12
04Trial on your own data

Start your 30-day trial on your existing candidate history.

Create a role, upload up to 50 CVs or LinkedIn profile PDFs, and test the AI memory loop on real recruiting work. After 30 days you decide whether it belongs in your process.

No card. Up to 50 CVs, 3 active recruitments, first ranking after upload and processing.
Start

Your first AI ranking

Create a role, upload candidates, and get a ranking with evidence, risks, and suggested questions.

Loop

Learning from decisions

Feedback, notes, stage moves, and outcomes update future rankings instead of dying in comments.

Next role

Reusable recruiting memory

The next search starts with patterns from the previous one, including job-ad signals and cross-role fits.

Request trial access

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