We buildAutomation · Recruiting

Automation for recruiting

n8nGreenhouse / Lever / WorkableLLM scoringCalendly / Google CalendarGmail + TwilioSlack
Who it is for

Who recruiting automation
is built for.

01 Owners who hire without a recruiter

Ten to two hundred people, and every résumé lands in your inbox between other work.

02 HR generalists and office managers

Hiring was added to your job; the ATS, the inbox and the job boards never agree.

03 In-house recruiters and TA leads

Hundreds of applications per role, many of them AI-written, and interviews to schedule by hand.

04 Staffing agencies and high-volume employers

Restaurants, clinics, logistics, retail and home services, where speed to fill is revenue.

The problem

Why manual recruiting
costs more than it looks.

Numbers from Gem, SHRM and recruiter surveys — the volume has tripled while teams shrank, and most of the hours go into screening and scheduling.

applications per recruiter a year in 2024, against 925 in 2021 — 2.7 times more, with 20% fewer recruiters.

Gem 2025 Recruiting Benchmarks ↗

of applications end in a hire, down from 1.6% in 2021 — most screening time goes to candidates who will never be hired.

Gem 2025 Recruiting Benchmarks ↗

average time to hire in 2024, up from 33 in 2021; interviews per hire rose from 14 to 20.

Gem 2025 Recruiting Benchmarks ↗

of recruiters say scheduling a single interview takes 30 minutes to 2 hours.

Recruiter survey cited by Kula ↗

year-over-year growth in LinkedIn applications — hiring is becoming a machine-versus-machine contest.

eMarketer ↗

of employers with hiring difficulties cite candidate ghosting; 50% cite competition from other employers.

SHRM Talent Trends 2025 ↗
Your numbersWhat does this cost you?

Put your monthly volume into the calculator and see hours and dollars.

What is recruiting automation?

Recruiting automation replaces the manual chain behind every opening — gather applications from the ATS, the inbox and three job boards, read each résumé, send the same pre-screen questions, trade emails to find an interview slot, chase interviewers for feedback, remember to send rejections, retype the hire into payroll — with a workflow that does the routine steps on its own. Applications per recruiter have nearly tripled in three years, and most of the hours now go into screening people who will never be hired and into scheduling. That is the part automation in recruiting takes over, while every decision about a candidate stays with a person.

We build it around the ATS and calendars you already use. A new application in Greenhouse, Lever, Workable or BambooHR is parsed and scored by a language model against the rubric you wrote, with a written reason in the candidate card; strong profiles receive pre-screen questions by email or SMS, and after the recruiter’s approval the candidate self-books an interview against the interviewers’ real calendars. Scorecards are chased in Slack, feedback is summarised for the debrief, rejections go out within a day and a signed offer creates the employee in the HRIS without a second data entry.

What changes when you automate recruiting

Candidates hear back in hours instead of weeks, interviews are booked without a single email thread, no one is left without an answer and recruiters spend their time on conversations rather than on sorting. Wireclad builds this recruitment automation with n8n, APIs and language models on your own infrastructure, with logs that make bias checks and audits possible — automation for recruiters, not instead of them.

The workflow

Recruitment automation:
13 nodes, no dropped candidates.

The run path of a typical recruiting workflow. Each application travels it on its own; every decision about a person is made by a person.

Every node

Every node of the
recruiting workflow.

Post & screen
01Trigger

New application in ATS

A Greenhouse, Lever, Workable or BambooHR webhook fires; applications arriving by email or from job boards are parsed into the same run.

02Code

Parse the résumé

Extracts experience, skills, locations and dates from the PDF into a structured profile.

03Model call

Score against the rubric

A language model compares the profile with the criteria you wrote for the role and writes a score with a two-line reason into the candidate card.

04IF

Above the threshold?

Strong profiles move to pre-screen; borderline ones go to the recruiter’s review list; nobody is rejected by the model.

05HTTP

Send pre-screen questions

Two to five role questions by email or SMS through Gmail and Twilio; the answers return to the ATS.

Interview & decide
06HTTP

Invite to interview

After the recruiter’s thumbs-up, the candidate gets a self-booking link with the interviewers’ free slots from Google Calendar or Outlook.

07Loop

Hold the slot

Books the slot, creates the Zoom or Meet link, reminds both sides and re-offers slots if someone cancels.

08HTTP

Scorecard reminder

When the calendar event ends, the interviewer gets the scorecard in Slack or Teams; escalates to the hiring manager after 24 hours.

09Model call

Summarise feedback

Collects the scorecards into a short comparison for the debrief — the decision is made by people.

Close & onboard
10IF

Rejected?

A status change to “Rejected” sends a personalised, polite email within a day — nobody is left without an answer.

11HTTP

Offer and background check

Fills the offer template, sends it via DocuSign and starts the Checkr check in parallel.

12HTTP

Create in HRIS

A signed offer creates the employee in BambooHR, Gusto or Rippling and starts onboarding — no second data entry.

13Set

Weekly funnel report

Sources, time to hire, stage conversion and open scorecards in Google Sheets or Looker Studio, summarised in Slack.

Before / after

Automation in recruiting:
before and after.

Typical minutes per application for a recruiter working by hand. Your own numbers go into the calculator below.

By hand16 minper item
  • Collect the application from the ATS, inbox or job board1 min
  • Read the résumé and compare it with the requirements4 min
  • Send pre-screen questions and read the answers3 min
  • Schedule the interview back and forth5 min
  • Chase the interviewer scorecards1.5 min
  • Send the rejection or next-step email1.5 min
With the flow1.1 minper item, hands-on
  • Collect the application from the ATS, inbox or job boardauto
  • Read the résumé and compare it with the requirements30 sec
  • Send pre-screen questions and read the answers18 sec
  • Schedule the interview back and forth12 sec
  • Chase the interviewer scorecards6 sec
  • Send the rejection or next-step emailauto
Your numbers

What recruiting automation
saves at your volume.

Based on 16 min by hand and 1.1 min with the flow per item, from the table above.

Every month0 hof hands-on work back
0 working days
$0 a month 0 a year 0 h instead of 0 h
You stay in control

Automation for recruiters,
with people deciding.

The flow collects, scores, schedules and reminds. People keep every decision about a candidate.

The flow does13 steps · every run
New application in ATS
flow
Parse the résumé
flow
Score against the rubric
flow
Above the threshold?
flow
Send pre-screen questions
flow
Invite to interview
flow
Hold the slot
flow
Scorecard reminder
flow
Summarise feedback
flow
Rejected?
flow
Offer and background check
flow
Create in HRIS
flow
Weekly funnel report
flow
You decide6 steps · always a person
The decision to interview or hire

The model scores and explains; a recruiter and the hiring manager decide.

you
Interviews and soft-skill assessment

Conversations, culture fit and judgement stay with people.

you
Offer, salary and terms

Approved by a person before the template is filled.

you
Borderline and rejected candidates

Reviewed by a recruiter, also to check the model for bias.

you
Unusual questions and negotiations

Anything off-script goes to the recruiter, not to a template.

you
Legal compliance

EEOC rules and audits such as NYC Local Law 144 are owned by you; the flow keeps the logs that make them possible.

you

Flip a switch to hand a step to the flow or take it back.

Connects to

Recruiting automation
for Greenhouse, Lever, Workable and more.

Results

What a fast hiring funnel looks like
and what we build toward.

Benchmarks from Gem’s 2025 Recruiting Benchmarks, SHRM Talent Trends 2025 and a recruiter survey cited by Kula: the volume has nearly tripled while teams shrank — the screening and scheduling load is what a workflow absorbs.

0 days
average time to hire in 2024, up from 33 in 2021 (Gem)
0 apps
per recruiter per year — 2.7 times the 2021 figure (Gem)
0%
of recruiters spend 30 minutes to 2 hours scheduling one interview (Kula)
How we work

How a recruiting automation project
runs, week by week.

Week 1Audit

We map the process as it runs today, count the minutes and agree what the flow must never do on its own.

Weeks 2–3Prototype

A working flow on your real data, in a sandbox. You see every run and every exception.

Weeks 3–6Launch

Edge cases, approvals and alerts, then the switch-over — with the old way kept as a fallback.

AfterSupport

Monitoring, fixes when a vendor changes a format, and a monthly report of hours saved.

FAQ

Recruiting automation questions
we hear every time.

Can we automate résumé screening without leaving our ATS?

Yes. The flow listens to Greenhouse, Lever, Workable or BambooHR webhooks, writes the score and reason back into the candidate card and moves stages through the API. Your recruiters keep working where they already are.

How does recruiting automation avoid bias and stay within hiring law?

The model scores only against the job criteria you write, never rejects on its own, and every score comes with a logged reason. Borderline and rejected candidates are reviewed by a person. Where rules like NYC Local Law 144 or EEOC guidance apply, the logs make the audit possible — and you remain the decision-maker.

How much recruiter time does automated interview scheduling actually save?

Recruiters report 30 minutes to 2 hours per interview by hand. Self-booking against real calendars with automatic reminders and rescheduling reduces it to a glance at the calendar. Put your own volume into the calculator above.

Will candidates know they are dealing with automation?

Yes — pre-screen messages and booking links are clearly from your company, say what happens next and carry a recruiter’s name. Most candidates prefer a fast, clear process to silence; questions outside the script go to a person.

We hire only 5–10 people a year — does automation in recruiting make sense?

Possibly not the whole pipeline. Scheduling, scorecard reminders and rejection emails pay off even at low volume because they remove the dropped balls; full scoring is worth it when applications per role run into the hundreds.

Where is candidate data stored and who can access it?

In your ATS. The workflow runs on your server or in your own cloud account, keeps only what a run needs, and the scoring model can be a provider that does not train on your data or a local model. Access and retention follow your policies.

What if we have no ATS at all?

Then applications from email and job boards are collected into a simple pipeline in Airtable or Google Sheets with the same scoring, pre-screen and scheduling steps, and you can move to an ATS later without losing the process.

Also automated

More flows
next door.

Available for new projects

Still doing this
by hand?

Describe it in two sentences — we reply within a day with a workflow sketch.

hello@wireclad.com →