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HR automation

Recruitment Candidate Screening

Parses incoming CVs, matches them against job requirements, ranks candidates for recruiter review and sends interview invitations or polite rejections.

The business problem

Popular roles attract many applications, and recruiters cannot read every CV carefully. Manual screening is inconsistent and qualified candidates can be overlooked. Applicants often never hear back.

The manual process today

Where the time goes before automation:

  1. Download CVs from job portals and email
  2. Skim each CV for key requirements
  3. Track shortlisted candidates in a spreadsheet
  4. Reply to some applicants and not others

The AI workflow

How the automation runs

Each step below runs on its own; a person steps in only where the workflow says so.

Recruitment Candidate Screening

  1. A CV arrives through a job portal, email or the ATS.

  1. 01

    Application received

    A CV arrives through a job portal, email or the ATS.

    ATS, LinkedIn, job portals

  2. 02

    Parse the CV

    Skills, experience and education are extracted into structured fields.

    CV parser, LLM

  3. 03

    Match to role

    The profile is scored against must-have and nice-to-have criteria.

    Matching model

  4. 04

    Recruiter reviews

    Recruiters review the ranked list and confirm the shortlist.

    ATS

  5. 05

    Send responses

    Shortlisted candidates receive interview invitations; others receive a courteous update.

    Email, WhatsApp

What changes

Qualitative benefits. We measure the real effect on your process during the first weeks.

  • Every application is reviewed against the same criteria
  • Shortlists are ready faster
  • Recruiters spend time on interviews
  • Every applicant receives a response

How we implement it

Timelines depend on your systems and are confirmed after discovery.

  • 01Define clear criteria for each role
  • 02Connect job portals to the ATS
  • 03Configure parsing and scoring
  • 04Test for bias on past applications
  • 05Keep a human decision at the shortlist stage

FAQ

Questions about this automation

Can AI screening be unfair?

It can reflect bias in its criteria or data. Use clear job-related criteria, test the results and keep recruiters responsible for final decisions.

Does it read Arabic CVs?

Most modern parsers and language models handle Arabic and English CVs; test with your own samples.

Learn to build this

Workshops that teach it

Prefer to build it in-house? These workshops cover the skills and tools behind this workflow.
  • Young professionals learning together and laughing over laptops at a shared table
    EducationHybrid
    Dates on request

    AI for Educators

    with DAIDU faculty

    Duration
    Half day
    Location
    Dubai
    Audience
    For teachers, lecturers, trainers

    Leave with a differentiated lesson pack and a classroom AI guideline.

    On request

    Register interest
    Proposed
  • HR professional taking notes while interviewing a candidate in a modern office
    HRIn person
    Sat05Dec2026

    AI for HR: Recruit, Onboard, Retain

    with DAIDU faculty

    Duration
    1 day
    Location
    Dubai
    Audience
    For hr managers, l&d, people teams

    Redesign one hiring or onboarding process with AI — templates included.

    On request

    Register interest
    Proposed

Consultation

Discuss this automation

Want Recruitment Candidate Screening running in your business? Tell us about your tools and volumes and we will scope it with you.
  • A 30-minute call with someone who builds automations
  • We look at one process you repeat every week
  • You leave with a clear next step, whether or not you work with us
Discuss This Automation

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We use your details only to respond to this request. Pricing depends on scope and is confirmed after discovery.