Hire the best — in half the time

The hiring request: the need before the ad

Most hiring starts with a message: "we need an accountant". That beginning already contains everything that will go wrong two months later, when a candidate is ready and asks for a figure nobody approved.

So the cycle starts with a request recorded by the department with the need, passing review and approval before it becomes a published ad. It carries the position, the department, who the new hire reports to, the required start date, the number of vacancies, how many people will report to the role, whether it is a new role or a replacement, and the budgeted salary range.

The third is the most revealing: a replacement is a cost already budgeted, while a new role is an increase in headcount and annual cost. Companies that do not distinguish them discover their growth at year end rather than during the year — because each hire looked like a reasonable replacement at the time.

AI screening: what the AI actually does

One ad brings hundreds of CVs and reading them all carefully is impossible. What happens is that the first twenty are read with attention and the rest are scanned for a keyword — and good candidates are lost because their CV arrived late, not because it was weaker.

The precise description of what the AI does is not "it picks candidates" but two things: it reads and it ranks. As soon as the CV is uploaded — a document or an image — it extracts the data and auto-fills the application form, removing the manual copying step entirely.

Data extraction

— name, email, phone, qualification, skills, experience and courses — filled straight from the CV.

Match percentage

— a figure from zero to a hundred for how well the CV matches the advertised job's requirements.

A match summary

— a short paragraph in Arabic and English summarising strengths and gaps against the role.

A per-requirement verdict

— met or not met, with a brief reason drawn from the CV itself — which is what makes the score judgeable.

Why the AI does not decide

A CV is an incomplete document by nature. It does not carry the real reason for leaving a job, the quality of work behind a title, or the circumstance explaining a gap. Judging those is precisely what distinguishes one candidate from another with identical credentials.

Leaving the decision to a match score produces a systematic bias toward whoever writes their CV in the ad's own language — a writing skill, not a work skill. So after the automated output the CV passes three sequential human review stages, each performed by a different reviewer.

Whoever does not fit the current role is not discarded: their CV is kept in the CV bank for future openings. What the company paid to reach them stays an asset that compounds, and the tenth role starts with known candidates instead of starting from zero like the first.

Interviews: from call status to assessment

Between screening and the interview lies the space where candidates get lost: called and no answer, promised to come and did not, asked for another date. Without tracking these states the recruiting team asks itself every morning who is left and who dropped out.

So the call status is recorded with the interview time and call notes, then two separate results: the HR interview assessing behaviour and general fit, and the technical interview assessing ability to do the job. The separation is deliberate — a candidate who passes the technical and fails the behavioural is an entirely different decision from the reverse.

The offer: four decisions, not one number

The common reduction is that an offer is the salary. It is in fact four decisions: the contract type that sets its term and what follows from ending it, the salary structure, the package breakdown into basic, variable and commission, and the start date.

The package breakdown matters more than it looks: the difference between a gross split into basic and allowances and the same gross split differently is a real difference in insurance, tax and end-of-service gratuity — not a cosmetic one. A candidate signing for a "gross" without knowing its split will ask about the difference on their first payslip, and by then the question is an objection rather than an enquiry.

The offer prints on an official letter template, and candidates' replies are tracked from the offer-statuses screen — because every day in that void is a day the role goes unfilled, and a day the candidate may accept another offer.

Hiring: the funnel's end is the employee file's start

The moment a good hiring process most wastes its own quality is the moment it succeeds: the candidate accepts, and HR starts entering their data from scratch as though the previous two months never happened.

The hiring screen shows only accepted offers whose holders are not yet employed, and the start date and identity data are entered. Identity is mandatory except in one case: hiring into a training programme, where the person is recorded as a trainee and it becomes optional.

And in one step all of this happens together: the employee file opens with an auto code, their branch, job and reporting line; marital status, religion and military status carry over from the applicant's form; contact details, address and experience are copied; a login is created with default permissions; and the offer is marked as hired so it drops off the list.