Every open role starts with a flood of applicants, often hundreds, many applying in one click with AI-written resumes. So how do you get from 300 applicants to the 10 best candidates worth the hiring team’s time? Delivering the candidate shortlist is the job of the recruiting and talent acquisition team. Here’s how pre-qualification, AI pre-screeners, and recruiter interviews each fit, and where the human still wins.
The telephone game in recruiting has been breaking hiring decisions for years. Back in 2015, we wrote about how candidate answers get reduced, summarized, and misinterpreted as they move through the hiring process. In 2026, the problem still exists, but the best teams are shifting from notes to signal, and delivering interview intelligence that hiring managers can trust.
A federal class action against Otter.ai is putting AI note-taking tools under the legal microscope. For talent acquisition teams, the implications go beyond one vendor. Here’s what the case means for candidate consent, recruiter accountability, and why recruiting requires purpose-built tools, not general meeting software.
Recruiting technology has focused on sourcing tools and ATS systems, but the real work of recruiters happens in the talent delivery engine: scheduling, screening, and submitting candidates.
Laura Sorg, founder of CWIK discusses the business of recruiting through her journey from agency recruiter to TA leader to recruitment agency founder.
Applicant Tracking Systems focus on compliance. Talent Delivery Platforms optimize recruiter scheduling, screening, and submissions at scale.
