The Challenge
A mid-size healthcare staffing firm was losing candidates to faster competitors — a 40-person HR team spent the bulk of their day on outbound screening calls, stretching time-to-hire to 15 days per placement. Every day of delay meant qualified candidates accepting other offers, client satisfaction eroding, and the HR team spending zero time on the revenue-generating sales activities the business needed to grow.
What They Built
Bonsai Labs implemented a voice AI agent to handle initial candidate outreach, qualification screening, and interview scheduling. The agent operated around the clock, reaching candidates during peak response windows and capturing structured data that fed directly into the ATS. This freed the 40-person HR team to shift from reactive call volume to proactive relationship-building and business development — transforming a hiring cost center into a sales-oriented growth driver with measurable EBITDA improvement.
Bonsai Labs began by analyzing the staffing firm's existing candidate funnel, identifying outbound screening calls as the primary bottleneck consuming HR team capacity. With 40 recruiters spending the bulk of their day on phone outreach, the team had little time for the sales-oriented relationship-building the business needed to grow.
The solution centered on deploying a voice AI agent configured specifically for healthcare staffing — calibrated for the communication norms and trust considerations that matter in this sector. The agent was programmed to initiate outbound contact, conduct qualification screening through natural conversation, and automatically schedule interviews with matching candidates. All structured data collected during screening was passed directly into the existing ATS, ensuring no disruption to downstream workflows.
The agent operated around the clock, reaching candidates during peak response windows a 9-to-5 team couldn't cover. With routine outreach handled, the 40-person HR team was repositioned from administrative call volume to proactive business development — transforming a cost center into a revenue-generating function with measurable EBITDA improvement. The full engagement ran approximately two to four months.
AI Role
The AI voice agent conducts initial outbound candidate outreach, performs qualification screening conversations, and handles interview scheduling — operating around the clock to reach candidates during peak response windows. It captures structured data from each interaction and feeds it directly into the applicant tracking system, providing the human HR team with pre-qualified, scheduled candidates rather than raw leads.
Infrastructure
Applicant Tracking System (ATS) — existing platform
Integration Points
Voice AI agent → ATS (structured candidate data handoff post-screening)
