All casesSMART RECRUITING

A recruiting employee that turns applications into qualified conversations

The digital employee screened, enriched and engaged candidates while recruiters controlled final decisions.

A recruiting employee that turns applications into qualified conversations
100CVs screened
1–2 minper 100 CVs
−50%time-to-shortlist
2.1×recruiter capacity
01 / Business challenge

Recruiters spent too much time reading repetitive resumes, scheduling interviews and following up with candidates.

02 / Digital employee role

The agent extracted experience, scored job fit, explained evidence, drafted outreach and coordinated interview availability.

03 / Human control

Recruiters approved shortlists and offers. Protected attributes were excluded from scoring and all recommendations were reviewable.

04 / Workflow example

Workflow example

01

Parse

Structure skills, experience and role requirements.

02

Match

Score fit against explicit job criteria.

03

Explain

Show evidence, gaps and uncertainty.

04

Engage

Draft outreach and coordinate availability.

05

Decide

Recruiters review, interview and make the decision.

* Representative engagement data for solution planning. Results vary by scope, system quality and baseline.

Discuss your workflow

Discuss your workflow