Your next hire is already in your ATS.
Recruiters often overlook quality candidates already sitting in their CRM or ATS. Here is how to find them again — and fill your pipeline faster.
The scenario: one role, 200 applications.
A Lead Backend role opens. In one week, the ATS receives 200 applications (job boards + spontaneous + internal pools). The sourcer traditionally spends 2 hours triaging manually to produce a shortlist of 5–8 profiles to present to the hiring manager.
With Jemmo connected to the ATS, the same triage takes 5 minutes of review.
Real savings. Across 30 roles a year with an average of 150 applications each, that is ~50 hours of manual triage avoided per sourcer — about 1.5 weeks recovered.
How the AI qualifies.
Three combined mechanisms:
- Semantic search — the AI understands intent beyond keywords (e.g. "React Native" surfaces "Expo")
- Automatic qualification — filters by contractual constraints and key skills
- Relevance scoring — each profile gets a 0-100 score with an explicit justification
Results measured over 6 months.
- −80% time on initial qualification
- +60% shortlist quality (measured by hiring manager validation rate)
- +45% placements over the same period vs a control cohort
We stopped looking for candidates. Now we justify them.