Calculating how software automation and flexible credit pricing models increase recruiter margins.
In a standard recruitment agency, a recruiter's daily routine consists of sourcing resumes, coordinating schedules, and placing initial phone screens. Let's break down the manual cost associated with screening 200 candidates per month:
| Workflow Step | Average Time per Candidate | Total Time (200 candidates) |
|---|---|---|
| Ingestion, Review & Filtering | 10 minutes | 33.3 hours |
| Scheduling Outreach & Follow-up | 15 minutes | 50.0 hours |
| Initial Phone Screen Call | 20 minutes | 66.7 hours |
| Scorecard Synthesis & ATS Sync | 10 minutes | 33.3 hours |
| Total Recruitment Overhead | 55 minutes | 183.3 hours |
If we assume an internal recruiter salary plus overhead costs equals $48 per hour, the financial breakdown of manual recruitment screening for these 200 candidates looks like this:
Because parsing resumes, generating vector embeddings, and running voice synthesis models has real computational overhead, flat minute-based billing can be risky. JobQual provides a hybrid credit system that protects compute margins while matching agency budgets. Agencies can purchase Qualified-Candidate Credits ($35 per qualified candidate delivered), paying only for pre-screened talent that passes the fitment gate.
Automating the top of the funnel allows agencies to submit vetted profiles faster, win client trust, and reduce internal recruiting overhead.