Target to define — Cut time-to-shortlist.
Possible deployment — Governed pre-screening + mandatory recruiter review.
Speed screening and candidate journeys without unmanaged bias — governance and humans in the loop.

Manual screening delays critical roles.
Scattered FAQ and statuses hurt employer brand.
Poorly framed HR automation creates more risk than it removes.
Illustrative scenarios — every deployment is scoped with signed KPIs before production.
Target to define — Cut time-to-shortlist.
Possible deployment — Governed pre-screening + mandatory recruiter review.
Target to define — Answer candidates better.
Possible deployment — Status / FAQ assistant on ATS, employer-brand tone.
Target to define — Pre-qualify applications without letting good profiles slip through.
Possible deployment — CV triage agent: explicit role criteria, explainable scoring and shortlist for human interview.
No. It sorts by your criteria; recruiters decide.
SIGNAL framing: purposes, criteria, logs, human-in-the-loop.
Yes. Competency grids, legal criteria and recruiter validation workflows transfer; no automated hiring decisions.
In one hour, we frame repetitive work, data constraints and the gains to measure — with a partner, not a salesperson.