Recruiting automation
Recruiting automation gets sold as a machine that reads CVs and picks the good ones. That is the part with the most risk, the least agreement inside your own team, and — measured against where the hours actually go — the least value. The days disappear somewhere far more boring, and that is the part worth building first.
Where the hours actually go
Ask anybody who hires: the screening is an evening. The month goes on arranging things. Three diaries for one interview, the candidate who replies at eleven at night, the rejection nobody got round to sending, the second interview that slipped a week because two people were away.
None of that needs judgement, and all of it is what makes a good candidate take the other offer. A machine that runs it end to end changes your hiring speed without ever deciding who is good.
What to automate, in the order that pays
- The scheduling. Interviewer availability, candidate availability, the room or the link, the reschedule when somebody drops. This alone usually takes a week out of a hire.
- The chasing. The follow-up nobody sent, the reminder before the interview, the reference request. Boring, welcome, and the cheapest thing on this list.
- The rejection. Sent same day, in your words, to everybody. It costs nothing and it is most of what a candidate tells other people about you.
- The intake. CV, portfolio, whatever arrives in nine different formats, turned into the same set of fields with the sentence it came from attached.
- The pipeline number. How many at each stage, how long each has been sitting there, and which one has been waiting on you for a fortnight.
What it must never decide
- Who gets rejected. A machine may sort, flag and prepare; a person says no, and that person's name is on it.
- Anything about a protected characteristic, directly or by proxy. Postcode, school, gap in dates, name — a model will happily learn a pattern you would be sued for.
- The offer, the salary or the start date. Those are commitments, and a commitment needs a signature.
- What good looks like. If two of your interviewers score the same candidate differently, that is a conversation to have between people first — the software will simply pick one of them and apply it to everybody.
Too early for you if
- You hire three people a year. A shared calendar and a template do this, and they cost nothing.
- Nobody has written down the stages. If the pipeline lives in somebody's head, automating it makes the head harder to read, not easier.
- Your tracking system cannot be read from or written into. That is the first project and it is a different one.
Where the boring half already runs, and what it does there
- Team briefing bot — the morning list assembled and delivered where people already read, which is exactly the shape of a pipeline standing still.
- Returns & defects handler — documents written by other people, sorted by written rules the moment they land, with a person signing the batch.
- Personal AI assistant — conversations turned into a record that can be searched later, which is what an interview note should be and rarely is.
- Systems watchdog — the alert on the day something stops running, which in hiring is the difference between a slow week and a lost candidate.
Honest answers
What is recruiting automation, in one sentence?
Software that runs the mechanical half of hiring — scheduling, chasing, intake, rejections and the pipeline count — so the people involved spend their time on the half that needs judgement.
Should AI screen the CVs?
It can sort and flag, and that is genuinely useful at volume. It should not reject: the risk is legal as much as it is practical, and the value in screening is smaller than the value in the scheduling nobody wants to talk about.
Will this work with the tracking system we already have?
That is the question that decides the project, and it gets answered on the first day. If your system can be read from and written into, the work is connection and rules. If it cannot, opening that is the first project and it is a smaller one.
How fast does it show up?
In days on the scheduling and the rejections, because those are the two places where a delay is visible to everybody. The pipeline numbers take a fortnight to mean anything, because you need a fortnight of them.
What does it cost?
Quoted per project and fixed up front. What moves the number is how many systems have to agree with each other, not how clever the screening is.
Tell me how long your last hire took
From the first application to the signed offer, and where it stood still. I will tell you which of those weeks a machine takes back, which ones it cannot, and what it would cost. The first conversation is an hour and it is free.
Book that hour →