Optimizing High-Volume Hiring with AI-Powered Screening
A leading BPO company with continuous bulk hiring needs, streamlining recruitment by automating candidate screening, improving efficiency, and ensuring the right fit for voice and non-voice roles.
A leading BPO company, wants to Scale Hiring Efficiency in High-Volume Recruitment.
For large-scale hiring, manually screening thousands of applicants through phone calls and in-person assessments is time-intensive and resource-heavy. The goal was to introduce an AI telephonic Interview that could handle bulk candidate screening, evaluate voice and non-voice fitment, and provide structured insights—allowing hiring teams to focus only on the most suitable candidates.
To optimize this, the hiring process focused on:
Automating screening interviews for voice and non-voice role fitment.
Reducing the burden of manual recruiter calls, optimizing hiring speed and cost.
Introducing audio-based AI interviews to assess communication skills and response clarity in the existing hiring process.
Ensuring candidates could attempt interviews via phone calls, making assessments more accessible.
Providing AI-driven reports with detailed scoring, allowing only the best candidates to move forward.
Smart hiring was no longer a luxury but a necessity, and Recro needed a scalable solution to keep up with increasing demand.
How AI-Driven Interviews Transformed Bulk Hiring
Leveraging AI automation made screening faster, scalable, and cost-effective, delivering a candidate experience NPS of 49 and an average rating of 8.4, indicating high satisfaction and ease of use.
Telephonic AI Screening Interviews
Role-specific AI screening interviews were created, ensuring each candidate was assessed on job-aligned criteria. Candidates could attempt interviews via phone calls, replicating real-world telephonic assessments.

2. Voice & Non-Voice Role Fitment Analysis
AI interviews determined whether candidates were better suited for voice-based roles (customer support, sales) or non-voice profiles, helping hiring teams make faster, more accurate fitment decisions.
Audio-Based AI Interviews for Gap Justification
The AI screening process included audio-based responses, where candidates could justify employment gaps, demonstrate problem-solving skills, and articulate their experience—just like in a real telephonic interview.
Structured AI Reports with Scoring Insights
Every candidate was evaluated through AI-generated scoring and insights, ensuring objective, data-backed decisions for the next hiring stage.
The Results: A Faster, More Cost-Effective Hiring Process
Faster Candidate Screening – AI interviews replaced manual calls.
Reduction in Screening Costs – Eliminated recruiter workload for early-stage interviews.
Improved Role Fitment – AI analysis accurately assessed voice/non-voice suitability.
Scalable Offline Hiring – AI-driven assessments enabled smoother walk-in drives.
Data-Driven Hiring – AI-generated insights provided structured selection criteria.
With AI-powered telephonic Interviews, high-volume hiring became faster, structured, and cost-effective. By automating screening, assessing communication skills through voice interviews, and providing real-time scoring insights, the process ensured that only the most qualified candidates moved forward, allowing recruiters to focus on final-stage evaluations and hiring decisions.