Recruitment: less administration around applications, more time for candidates.
Recruitment spends much of its days posting ads, sorting CVs, setting up interviews and chasing managers. The heart of the job, understanding the need, assessing and convincing, happens in the time left over. Automation takes on the circuit; the hiring decision stays human.
The role
Between hiring managers, candidates, HR and personnel administration.
Recruitment turns a need into a hire: it clarifies the role with the manager, writes and posts the ad, sorts applications, organises interviews and supports the decision through to the offer letter. It carries the company’s image with every candidate, hired or not. In a multi-site mid-sized company, it handles very different roles in parallel, from sales assistant to head-office manager, with managers who are more or less available.
Day to day
A typical day.
- MorningReview new applications received from job boards, the careers site and e-mail.
- MorningShortlist profiles against the criteria agreed with the manager.
- MiddayFit interviews into managers’ diaries and confirm with candidates.
- AfternoonRun phone interviews and write the notes.
- AfternoonChase managers for feedback and reply to candidates who are waiting.
- End of dayUpdate the tracking of open roles and prepare approved offer letters.
The objectives
What the role is measured on.
- Time to hire
- Quality of applications presented
- A reply to every candidate
- Offer acceptance rate
- Cost per hire
- Retention of hires after probation
Indicators are named, never quantified: levels depend on each company, and the diagnostic measures them.
Day to day
The problems that come up most.
Applications through every channel
Job boards, careers site, referrals, e-mails to managers: CVs arrive everywhere and sometimes get lost.
Screening that takes all day
On some roles, reading each CV takes longer than the interviews that follow.
Diaries that are impossible to align
Finding a common slot between the candidate, the manager and sometimes a second interviewer takes several exchanges.
Candidates left without an answer
For lack of time, rejections go out late or not at all, and the company’s image suffers.
Manager feedback that drags
The interview notes do not come back and the candidate accepts another offer.
An untapped talent pool
Good profiles not retained stay in e-mails; nobody finds them when a similar role opens.
By sector
One role, several realities.
- Fashion and luxury
Boutique sales staff and advisors, artisans with rare skills, multilingual profiles: precise criteria and high expectations of the candidate experience.
- Retail
Store openings, seasonal reinforcements and high turnover in sales teams: many applications to process quickly, store by store.
- Cosmetics and beauty
In-store beauty advisors, laboratory and production profiles: very different roles handled by the same team.
- B2B distribution and wholesale
Pickers, forklift operators, drivers and travelling sales reps: hard-to-fill roles, licences and authorisations to check.
- Construction and property
Skilled tradespeople, site supervisors, site managers: hard-to-fill trades, often recruited through referrals and networks.
- Industry
Operators, maintenance technicians, setters: hiring for shift teams, linked to qualifications and temporary staffing.
- Pharma and healthcare
Qualified profiles in production, quality and regulatory affairs: training and experience requirements checked with care.
What changes
Automate the task, keep the judgement.
What gets automated
- All applications centralised in a single tool, whatever channel they arrive through.
- Shortlisting assisted by an AI agent against the role’s criteria, with a justification for each suggestion.
- Self-service interview booking within managers’ available slots.
- Replies to candidates at every stage, written from templates and personalised.
- Talent pool kept with consent and retention periods applied under the GDPR.
What stays human
- Defining the need and the criteria with the manager.
- The interview, the assessment and the hiring decision.
- Negotiating the offer and the relationship with final candidates.
Use cases
How to automate, case by case.
Each case starts from a question leadership teams ask. The starting point, what gets automated, the tools involved, and what stays in the teams’ hands.
How do you automate screening applications?
- Today
- On high-volume roles, the recruiter reads each CV one by one to check a few simple criteria. Good applications wait while the others are sorted.
- What gets automated
- Criteria are set with the manager: required experience, availability, licence, languages, location. An AI agent reads each application, checks these criteria, suggests a ranking and justifies each suggestion. The recruiter goes through the list, brings back a profile if they see fit and decides what happens next.
- What stays human
- No candidate is set aside without human review; selection stays with the recruiter, in line with the GDPR.
- applicant tracking system
- AI agent
How do you automate posting job ads on several job boards?
- Today
- Each ad is posted by hand on the careers site and several job boards, then taken down one by one when the role is filled. For a store network, the same ad is repeated city by city.
- What gets automated
- The ad is written once in the applicant tracking system, adapted per site or store, and posted automatically on the chosen channels. All applications come back into the same tool, with their source. Closing the role takes the ad down everywhere.
- What stays human
- The choice of channels and the posting budget stay with the recruiter.
- applicant tracking system
- careers site
- multi-posting tool
How do you automate writing job ads?
- Today
- Ads are rewritten from old versions, in different styles depending on the recruiter. Mandatory mentions or wording to avoid can go unnoticed.
- What gets automated
- From the job description and the manager’s brief, an AI agent drafts a first version of the ad in the company’s tone, with duties, profile, conditions and expected mentions. It flags wording that could be discriminatory. The recruiter adjusts and publishes.
- What stays human
- The recruiter and the manager approve the ad content before publication.
- AI agent
- applicant tracking system
- HRIS
How do you automate scheduling job interviews?
- Today
- The recruiter exchanges several e-mails with the candidate and the manager to find a slot, then sends the invitation and the reminder. A postponement restarts the whole circuit.
- What gets automated
- The manager opens slots in their diary. The shortlisted candidate receives a link and chooses their own appointment, in person or by video. Confirmation, reminder and connection link go out automatically, and a postponement frees the slot for another candidate.
- What stays human
- The recruiter keeps control over priority interviews and special cases.
- applicant tracking system
- shared calendar
- messaging
How do you automate replies to candidates?
- Today
- Acknowledgements sometimes go out, rejections rarely, and often late. Candidates follow up by e-mail or phone to find out where their application stands.
- What gets automated
- Each stage change in the applicant tracking system triggers a suitable message: receipt, interview, waiting, rejection. An AI agent personalises post-interview rejections from the recruiter’s notes. Candidates can check the status of their application without calling.
- What stays human
- Rejections after a final interview are reread, and often given by phone by the recruiter.
- applicant tracking system
- AI agent
- messaging
How do you automate approving hiring requests?
- Today
- The manager requests a hire by e-mail; the request circulates between HR, management and management control without anyone knowing where it stands. The role opens late, or without an approved budget.
- What gets automated
- The manager fills in a structured request: reason, role, contract type, desired date, intended pay. The approval circuit starts under defined rules, with reminders and visibility on progress. Once approved, the request creates the role in the applicant tracking system and feeds the payroll cost forecast.
- What stays human
- Opening the role and its budget stay decided by management and HR.
- online form
- workflow tool
- applicant tracking system
- HRIS
How do you automate managing a talent pool?
- Today
- Good profiles not retained stay in e-mails or folders. When a similar role opens, nobody finds them, and retention periods are not respected.
- What gets automated
- Each candidate who agrees to stay in the pool is recorded with their skills, wishes and consent. When a role opens, an AI agent suggests matching profiles from the pool, with the reason. When the retention period ends, the tool deletes the data or asks the candidate to renew their consent.
- What stays human
- The recruiter decides whether or not to contact the suggested profiles.
- applicant tracking system
- AI agent
- messaging
How do you automate interview feedback?
- Today
- Managers take notes on paper or do not pass them on. The recruiter chases, compares opinions written in different ways and the decision is made on impressions.
- What gets automated
- A structured scorecard is prepared for each role, on the criteria agreed with the manager. After the interview, the manager fills it in with a few clicks and can dictate remarks; an AI agent formats them into the scorecard. The recruiter compares candidates on a common basis and missing scorecards are chased automatically.
- What stays human
- Assessment and decision stay with the manager and the recruiter.
- applicant tracking system
- AI agent
- messaging
How do you automate preparing offer letters?
- Today
- Once the candidate is chosen, the recruiter drafts the offer letter from an old template, has it reviewed and sends it by e-mail. The information is then re-keyed for the DPAE and the contract.
- What gets automated
- The decision recorded in the applicant tracking system generates the offer letter from an approved template, with the role, pay, start date and agreed terms. It goes out for e-signature, and its acceptance creates the hiring record passed to personnel administration.
- What stays human
- The terms of the offer and their negotiation stay with the recruiter, the manager and HR.
- applicant tracking system
- document generation tool
- e-signature tool
- HRIS
How do you automate tracking employee referrals?
- Today
- Employees recommend candidates by e-mail or in person. Recommendations get lost, the employee does not know what happened to their candidate and the referral bonus is forgotten.
- What gets automated
- Employees refer a candidate from a form or the internal portal, linked to open roles. The application enters the usual circuit with its source, and the employee is kept informed of its progress. If the hire is confirmed after the agreed period, the bonus is passed to payroll.
- What stays human
- Referred applications follow the same selection rules as all others.
- applicant tracking system
- employee portal
- payroll software
Questions from the teams
What teams look to improve.
- Can AI choose candidates instead of the recruiter?
- No. It helps read and compare applications against criteria set by the recruiter and the manager, and explains each suggestion. It rejects no candidate on its own: selection and the hiring decision stay human, which also matches GDPR requirements on automated decisions.
- How do you avoid bias in AI-assisted screening?
- By limiting criteria to what the role really requires, leaving out information unrelated to the job, and regularly checking the tool’s suggestions. The recruiter can always bring back a profile that was set aside, and every choice is traceable.
- Should candidates be told that AI is used?
- Yes. Candidates are informed about the processing of their data and the help provided by a tool, with the option of human intervention. The notices are included in ads and the application form.
- Which tool should centralise applications?
- An applicant tracking system, connected to the careers site and job boards, is often enough. Automation then connects it to diaries, messaging and the HRIS so that the hired candidate is not re-keyed.
- How do you hire quickly for a store opening?
- By preparing ads, criteria and managers’ interview slots in advance, then letting candidates choose their appointment as soon as they are shortlisted. The recruiter focuses on interviews and decisions, not logistics.
- Can the interviews themselves be automated?
- Screening questions, such as availability or a required licence, can be asked through a form. The assessment interview stays with a person: that is where fit with the role and the team is judged.
- How long should CVs of unsuccessful candidates be kept?
- The retention period is set by the company under the applicable recommendations and stated to the candidate. The tool enforces it automatically: deletion or a request to renew consent when it expires.
- How do you go from hiring decision to arrival with no re-keying?
- The hired candidate becomes a hiring record: their information flows from the applicant tracking system to the HRIS and personnel administration, which prepare the declaration, the contract and onboarding.
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