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Recruitment and HR blueprint

Recruitment screening and scheduling

Every application acknowledged, parsed against the stated requirements, ranked with the reasoning shown, and interviews booked from the real calendar. A person decides who progresses.

At a glance

The job

Two hundred applications arrive, forty get read, and the good ones take a job elsewhere while you are booking interviews

Systems

Job board feeds · Applicant tracking system or a shared inbox · Calendar · Email · SMS gateway

Steps

8, of which 1 stay with a person

Build time

3 to 5 weeks

Free to use, adapt and build from. No email needed and no attribution asked for.

How it works now

  • Applications arrive through a job board, the careers page and by email to whoever posted the ad.
  • Somebody reads them in batches when there is time, which means the first fifty get read carefully and the rest get skimmed.
  • Booking an interview is four emails proposing times, and by the fourth the candidate has accepted something else.
  • Nobody who was not shortlisted hears anything, which is the part that damages a small employer's name locally.

The workflow

Every step, in order, including where it forks and where a person stays.

  • Trigger
  • Automated
  • Decision
  • Person
  • Done
  1. TriggerStep 1 of 8Within a minute

    An application arrives

    From any source. It is acknowledged within the minute with a real timeline, because the acknowledgement is the cheapest thing an employer can do well and most do not do it at all.

  2. AutomatedStep 2 of 8Seconds

    Read the application

    The CV and any answers are parsed into structured fields: the requirements you listed, dates, location, and right to work where the candidate has stated it. What it extracts is visible, so a wrong reading is correctable rather than invisible.

  3. DecisionStep 3 of 8

    Are the stated requirements met?

    Only against requirements written in the advert, and only ones that are objective: a licence held, a certification, availability on the shifts the job needs.

    • Meets themRanked into the shortlist with the matching evidence quoted.
    • Does not, on an objective requirementHeld for a person to see, with the reason. Nobody is rejected by the workflow, and nothing is filtered out silently.
    • Cannot tellOne clarifying question to the candidate, then it waits for the answer.
  4. PersonStep 4 of 8

    A person decides who progresses

    This step is not optional and it is not a formality. The workflow orders and evidences; a hiring manager reads and chooses. Automated screening that makes the decision is both a bad hire and, in a growing number of places, a legal problem.

  5. AutomatedStep 5 of 8The moment somebody is selected

    Offer real times

    Selected candidates get a link showing genuine availability from the interviewers' calendars, in the candidate's timezone, holding the slot while they choose.

  6. DecisionStep 6 of 8

    Booked?

    Watched rather than assumed.

    • BookedInvitations sent to everyone, with the joining details and what to expect.
    • Nothing after two daysOne reminder, then a call task for the recruiter.
    • No slot suitsStraight to a person, with the times the candidate said they can do.
  7. AutomatedStep 7 of 8

    Close the loop with everybody else

    Everyone not progressing hears, by name, within a stated timeframe, once the decision is made. It costs nothing and it is the single most complained-about thing in hiring.

  8. DoneStep 8 of 8

    Interviewed, or answered

    No application ends in silence. Every candidate is either booked, told, or on somebody's list with a reason.

What breaks

Every one of these has happened. A workflow that has not been designed against them is a demo rather than a system.

A CV with no text layer

It is a scan or an exported image, and the parser reads an empty document.

Detected before scoring rather than after. It goes to a person as unparsed rather than being ranked as though the candidate listed nothing, which would quietly bury them.

Two candidates with the same name

It happens more often than people expect, and merging their records is very hard to undo.

Identity is the application record, never the name. Where a later message cannot be matched to one application with certainty, it goes to a person.

An interview booked at 8am the candidate's time

Calendar systems return times in the organiser's zone, and a slot picker that ignores that will do this to somebody eventually.

Availability is offered in the candidate's timezone with the zone stated on screen, and the invitation carries both. The transition weekends are tested rather than assumed.

A burst of applications after the advert is shared

One post on the right board produces a week of applications in an hour, and the tracking system rate-limits.

Applications queue and retry rather than failing, and acknowledgements go out from the queue so nobody's arrival goes unrecorded because everyone else arrived at the same time.

Rules that bear on this

Automated tools in hiring, United States

EEOC guidance treats an automated selection procedure as a selection procedure: if it screens people out, it can produce unlawful disparate impact whatever the intent. New York City Local Law 144 goes further for employers hiring there, requiring an annual independent bias audit of an automated employment decision tool and notice to candidates. Other states and cities are adding their own rules.

What the workflow does. The workflow ranks and evidences; it never rejects. Every candidate held back is visible to a person with the reason attached, so no one is filtered out silently, and scoring runs only against objective requirements stated in the advert. This describes what the workflow does; it is not legal advice, and whether a given setup counts as an automated employment decision tool where you hire is a question for your employment lawyer before it goes live.

What changes

Time to acknowledge

Under a minute, every application

Mechanical. It sends on arrival rather than when somebody opens the pile.

Emails to book one interview

One

A slot picker against real availability replaces the proposing and counter-proposing. This is where the days are lost in a competitive market.

Candidates left with no answer

None

Because closing the loop is a step in the workflow rather than a job for the end of a busy week.

Before it is worth building

  • Requirements written objectively in the advert. If a requirement cannot be checked from an application, it is an interview question and the workflow should not touch it.
  • Interviewer calendars that are actually kept up to date, or the slot picker offers times nobody can make.
  • A hiring manager who will read the shortlist. The design depends on it.

How it changes by business

High volume shift work
Availability and location do most of the ranking, and the flow adds a short structured questionnaire before the shortlist rather than after it.
Specialist or senior roles
Ranking is turned down or off entirely. At ten applications a person should read all ten, and the value is in the scheduling and the follow-through instead.
Agency rather than direct hiring
The client sees the shortlist through their own view, and their feedback becomes the trigger for scheduling rather than an internal decision.

Want us to build this one?

Three weeks or so, then a flat monthly fee to run it. Or take the specification above and build it yourself, which is genuinely fine and is why it is up here.