AI Smart Matching and Outreach Engine — Regional Staffing Agency
Revenue per recruiter went from $180K to $520K annually. Placements nearly tripled. Intake-to-submission time collapsed from 4 days to 18 hours.
$520K
Revenue per recruiter
14
Placements/month
18 hrs
Intake to submission
2.9x
Revenue multiplier
The situation
A regional staffing agency was struggling to scale without adding headcount. Recruiters were manually reading every resume, writing individual outreach emails, and tracking candidates across spreadsheets. Each placement took days of hands-on effort.
The average recruiter was placing 5 candidates per month and generating $180K in annual revenue. The bottleneck wasn't candidate supply — it was the manual work between intake and submission that burned hours on every single role.
What we built
Real-time Resume and Job Spec Scanner
AI ingests resumes and job specifications as they arrive, extracting skills, experience levels, certifications, and soft-skill indicators. Matching scores are generated instantly — no recruiter has to manually read through stacks of resumes to find candidates.
Personalized Multi-channel Outreach
For every matched candidate, the system writes personalized outreach across email, SMS, and call scripts. Each message references the candidate's specific background and the opportunity's unique selling points — not templated mass blasts.
Automated Follow-up Engine
Multi-channel follow-up sequences run automatically based on candidate engagement signals. The system adjusts timing, channel, and messaging based on response patterns, keeping candidates warm without recruiter intervention.
Best-match Surfacing Dashboard
Recruiters see a ranked dashboard of top candidates for every open role, updated in real time as new resumes come in and existing candidates respond. Time spent searching dropped to near-zero — the system brings the best matches to the surface.
Before and after
| Metric | Before | After |
|---|---|---|
| Placements per recruiter per month | 5 | 14 |
| Time from intake to first submission | 4 days | 18 hrs |
| Annual revenue per recruiter | $180K | $520K |
Key insight
The agency didn't hire more recruiters. The AI removed the manual bottleneck between intake and submission, which meant each recruiter could work 3x the volume at higher quality. Revenue per recruiter nearly tripled because the system handled the repetitive matching and outreach that consumed most of each day.
Ready to build this in your business?
We take on a limited number of clients each quarter.