HR and recruiting AI automation use cases

For: Recruiting startups and lean in-house talent teams
Today
Recruiters skim hundreds of resumes per role with inconsistent criteria.
Automated
1. Application lands in the ATS
  Greenhouse, Lever or Ashby
2. AI summarizes evidence against must-have criteria, with names and photos hidden
  LLM, n8n
3. Recruiter reviews the scorecard and decides; AI never auto-rejects
  ATS notes
4. Monthly fairness check on pass-through rates
  Sheets or Looker Studio
- Estimated 50–70% less time on first-pass review
- More consistent criteria
- Documented human decision for compliance
Fits: AI Policy and Governance
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For: Any team hiring more than a few roles at once
Today
Coordinators juggle panel calendars across email threads, and reschedules eat whole afternoons.
Automated
1. Candidate moves to the interview stage
  ATS webhook
2. Agent finds panel availability and offers slots
  Google Calendar or Outlook, GoodTime or Calendly
3. Confirmations, video links and prep notes go out automatically
  Gmail, Zoom
4. Reschedules handled by reply
  LLM email agent
- Can save roughly 3–6 hrs/week per recruiter
- Faster time to interview
- Better candidate experience
Fits: AI Automation and Integration
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For: Startups hiring 2 or more people a month
Today
Managers forget laptop orders, accounts and day-one plans, and new hires wait.
Automated
1. Offer signed in the HRIS
  Rippling, Gusto or BambooHR
2. Tasks created for IT, manager and buddy with due dates
  Asana or Linear, Make
3. Accounts provisioned and a welcome pack sent
  Google Workspace, Slack
4. Day 7 and day 30 check-in surveys
  Typeform
- Estimated 2–4 hrs saved per hire
- Ready on day one
- A repeatable process as you scale
Fits: AI Automation and Integration
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How much time could one automation give back?

Hours per week on the task, per person

hrs

People who do it

Share an automation could take on

Loaded hourly cost

$/hr

Estimated time back

32 hrs/month

about $1,461 per month in team time

Estimate only. An automation can often take on an estimated 30–70% of a repetitive task. Your result depends on your volumes, tools and data, and we'll check it with you in scoping.

Founding-client offer

Pick one workflow. We'll build it with you.

Tell us the task that eats your week. We'll scope it, connect it to the tools you already use, and hand it over with a how-to guide and 30 days of support.

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