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Raiana, Talent Acquisition Business Partner at Leppo Rents, supports hiring managers who are in the Hireology platform every day, reviewing applicants for roles that often draw large candidate pools. Before adopting Hireology AI features like AI Match and AI Candidate Summary, hiring managers sorted resumes by hand, HR stepped in when a role needed extra attention, and real candidate insight didn't surface until a phone screen or interview, well after the pool had already been narrowed by hand and by instinct rather than by fit.
The two features solve different parts of the same candidate screening problem. AI Match evaluates the applicant pool against employer-defined, job-specific attributes, so a manager opens a stack of resumes to find the strongest matches already surfaced instead of buried, with the evidence behind each match shown alongside it. This is the kind of AI recruiting that's built around a specific job, not a generic model applied to every role. AI Candidate Summary turns each resume and application into a quick, readable overview, so a manager understands who they're looking at without reading the full document.
Raiana's team picked up both features quickly and now reaches for them several times a week, the kind of habit that only forms when a tool is easy to trust and even easier to use. Managers get a clearer read on which candidates actually fit the role, a factor that feeds directly into quality of hire, and a clearer picture of who they're looking at before they ever pick up the phone. Together, the two features save 5-15 minutes per open role, time that used to go into manual sorting and now goes into decisions.
That combination showed up most clearly in hiring for Outside Sales, Leppo Rents' highest-volume and hardest-to-fill role, and the one most exposed to a slow time to hire. The position requires specific Bobcat equipment knowledge, but most applicants in the pool had little to no relevant experience. Without a way to filter for that specific requirement, every resume looked roughly the same on the surface. AI Match found the candidates who actually had the background, cutting a large, undifferentiated pool down to a shortlist worth a manager's time.
"Super easy to use, this tool made it much faster to find the best resumes to start with and review first. It really helped sort through bigger candidate pools quickly and served as a helpful extra resource for speeding up the initial screening process, making everything feel more organized and manageable when faced with a large number of applicants."
Speed doesn't come at the expense of protecting candidates. Hireology builds safeguards for protected classes directly into AI Match: the feature flags criteria that could indicate discrimination or have nothing to do with job qualifications before an employer ever uses them to evaluate a candidate, and Hireology's responsible AI practices are monitored by Warden AI, an independent third party.
When other hiring teams ask Raiana whether the AI features are worth turning on, her answer is that Hireology AI is a simple, effective resource that cuts the time and mental effort of manual resume review while helping identify stronger applicants faster.
Leppo Rents is one of the first customers running AI Match and AI Candidate Summary at this pace, and the impact is concrete: faster shortlists, better-informed managers, and a team that's chosen to use both features several times a week rather than fall back on manual review.
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