// Playbooks/Recruitment·Custom AI·Day 16 of 30

Sift.

AI CV screening, candidate scoring, and shortlisting for recruiters.

Recruiters spend 23 hours screening CVs for one role. This system does it in 23 seconds.
// Timeline
30 to 45 days
// Package
System
// Setup
SAR 85,000
// Monthly
SAR 11,000
// FitRecruitment agencies and in-house TA teams handling 200+ CVs per role.
// Live demo

Click and try it.

Three real-shaped leads from three channels. Click any one and watch the system score, reply, and route in real time.

Day 1 of 30
sift.signalstate.net
Live · 0:25
// Role

Senior Backend Engineer · Riyadh

512 CVs screened in 23 seconds
// Screened
512CVs
// Shortlisted
14auto
// Avg score
64/100
// Bias flags
0anonymised
C-01·Riyadh·8 yrs experience

Sara Khalid

Staff Backend, Tabby

Match score
96/100
GoPostgresKafkaKubernetesAWSFinTech
// Score breakdown
Weighted vs job spec
Years exp22/25
8 yrs, target 6 to 10
Stack match24/25
Go + Postgres + Kafka, full match
Domain fit18/25
Payments background
Seniority signals15/25
Staff title, no direct lead exp
Communication17/25
Clear writing, structured CV
// Bias audit

Anonymous review run. No protected-class signal in the score: name, photo, age, gender, nationality stripped before scoring.

Audit log signed
← Swipe to explore
// 01 / Problem

The setup.

500 CVs land for a single role and someone has to read them. Manual screening takes days and the criteria drift across recruiters.

Bias creeps in. Strong candidates get missed because their CV did not match the keyword the screener was looking for.

// 02 / Build

What we shipped.

An AI CV parser that extracts skills, experience, and education, then scores against weighted job requirements.

Auto-shortlisting with configurable thresholds, plus a side-by-side comparison dashboard. Recruiters spend their day on conversations, not document reading.

// 03 / Outcome
Projected impact based on the manual baseline this replaces.
23s
TO SCREEN 500 CVS
Configurable
SHORTLIST CRITERIA
0 keywords
STRONG CANDIDATES MISSED
// Want one for your team?

Same shape, your problem.

Ships in 30 to 45 days under our System package. SAR 85,000 setup, SAR 11,000 monthly.

Bring us a signal
// Other Recruitment systems
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