The agency's pipeline started with volume: 500+ applications arriving every week across the roles it was hired to fill. Every one of those CVs passed through a recruiter's hands, read, judged and sorted manually. That screening work absorbed 70% of recruiter time, crowding out the interviewing, reference-taking and client conversations that actually produce placements and revenue for a staffing business.

Speed was the sharper problem. Time-to-shortlist averaged 4 days, and the strongest candidates rarely waited that long. They were interviewing everywhere at once, and the agencies that responded within hours placed them first. This agency was, in effect, paying its recruiters to read their way out of contention for the very candidates its clients most wanted to hire.

The manual process had no consistent standard either. Each recruiter applied their own sense of what a good match looked like, so the same CV could be shortlisted by one desk and rejected by another. Clients, meanwhile, waited on email threads for shortlists, with no place of their own to review candidates or respond when it suited them.

We built a custom applicant tracking system shaped around the agency's own way of working, rather than forcing its desks onto generic software. At the centre sits AI-assisted CV parsing and scoring: every incoming application is read by the system, its details extracted, and a match score produced against the role's requirements before a recruiter ever opens the file.

The scoring rubric is configurable, so the agency, not a software vendor, decides what a strong match means for each role and can tune it as clients' needs change. Around that core we automated the repetitive edges of the job: candidate communication runs on templates triggered at each stage, and interview scheduling syncs with recruiter and candidate calendars instead of being negotiated over email.

The client side got its own front door: a portal where clients review shortlists, examine scored candidates and respond directly, replacing the email threads that used to carry every list. Recruiters now start their day with a ranked queue instead of an unsorted pile, and spend their recovered hours on interviews and client relationships.