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Recruitment Screening Calls Using AI​ for Banking Sector

Recruitment Screening Calls Using AI​ for Banking Sector

Project Overview

What if your recruitment team never had to manually screen a resume again — and still made faster, smarter hiring decisions?

That’s exactly what we delivered using SUSAN, our voice-driven AI recruiter. For a leading bank overwhelmed with 2,000 resumes a month, manual screening was no longer sustainable.

SUSAN automated the entire first-round screening process — instantly calling candidates, scoring them against custom criteria, and delivering ranked shortlists to HR. The result? Faster hiring, better insights, and a candidate experience that actually feels human.

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Future of AI Recruitment

AI is no longer a back-office tool — it’s stepping into the candidate conversation itself. With voice-driven AI  agents, we’ve transformed the recruitment funnel into a fully automated, yet deeply personal, experience.

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Client Overview

  • Industry: Financial Services – Commercial Banking (Confidential)

  • Region: Confidential European market

  • Volume: ~2,000 resumes/month for recurring mid-level roles

  • Need: Consistent, scalable, and candidate-friendly screening experience aligned with brand standards.

The Challenge

  • Operational Bottleneck: Manual screening overwhelmed the HR function, consuming over 200 hours monthly in first-level interviews.

  • Outdated Methods: Traditional MCQ-based assessments saw declining engagement and low completion rates.

  • Brand Impact: Candidate experience during screening did not reflect the bank’s innovation-driven image.

Our Approach: AI Agentic Learning

  • Co-Design: Collaborated closely with HR and compliance teams to understand the bank’s screening rubric and decision matrix.

  • Persona Development: Defined ideal candidate personas based on historical performance and future role expectations.

  • Customized AI Agent: Developed job-specific screening scripts with bank-aligned questions and scoring logic.

  • ATS Compatibility: All resumes were pre-processed into structured formats for seamless downstream integration.

Personalized Talent Assessment Reports

Every candidate interview is more than just answers — it’s insight. Our system provides a visual breakdown of skills, strengths, and areas for improvement, giving HR teams a clear and immediate snapshot of each applicant’s potential.

A structured, easy-to-read assessment report that empowers recruiters and hiring managers to make data-backed decisions, align on candidate fit, and even personalize coaching or development pathways.

The Solution

  • AI-Driven Call Screening: SUSAN initiated voice-based screening calls to candidates within minutes of resume submission.

  • Custom Scoring & Ranking: Each candidate was evaluated on predefined soft and hard skills, then ranked according to bank-specific criteria.

  • Integrated Dashboard: Bank’s HR received ranked results in real time via a secure portal, expediting shortlisting decisions.

  • Rejection Handling: SUSAN also delivered empathetic, voice-based rejection calls to unsuccessful candidates—maintaining employer brand integrity.

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AI-Driven Scoring Framework (I.M.A.G.E.)

  • Instantly classifies candidate responses from Inappropriate to Excellent.

  • Delivers clear, color-coded insights for fast, fair evaluations.

  • Enables hiring managers to make decisions at a glance.

Dynamic Screening Report Dashboard

End-to-End Candidate Performance Snapshot

  • Visualizes skills tested, questions answered, and readiness.

  • Color-coded training recommendations and performance levels.

  • Ideal for high-volume hiring environments.

Here’s what happens when AI meets empathy in hiring

Employers using SUSAN have reported remarkable outcomes — screening time has been cut in half, quality-of-hire scores have tripled, and 97% of candidates expressed satisfaction with the AI-assisted rejection experience. SUSAN delivers not just efficiency, but empathy.

Want to hear how SUSAN delivers rejections with empathy?

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Results & Impact

 

MetricBefore SUSANAfter SUSAN
Resume Format ConsistencyMixed formats, unstructuredStandardized, ATS-parsed resumes for easy processing
Screening Time per Candidate~15 minutes per resumeInstant, voice-driven screening
Candidate Response Time2–3 daysUnder 3 minutes
Rejection CommunicationOften delayed or skippedAutomated, empathetic rejection calls
HR Team WorkloadOver 200 hours/month on screeningReclaimed recruiter time for higher-value activities

Turning Raw Resumes into Ready-to-Hire Profiles

Not all resumes are createdequal — and not all of them are ready for hiring decisions. Here’s how SUSAN turns unstructured candidate documents into recruiter-ready, insight-rich profiles.

The Competitive Advantage

  • AI with Human Sensibility: Blends automation with empathetic interaction—rare in traditional screening tools.

  • Brand Differentiation: The bank positioned itself as a tech-forward employer without overhauling its HR systems.

  • Scalable Across Roles: The solution is reusable for other job families with minimal configuration.

  • Immediate ROI: Achieved operational payback within the first hiring cycle.

  • Secure & Compliant: All interactions and data flows aligned with GDPR and internal compliance standards.

Real-Time Talent Intelligence Dashboards

  • Multi-device access for recruiters, hiring managers, and execs.

  • Visual insights into job applications, screening status, and performance.

  • Used by university career centers and corporate HR teams.

Meet Our AI Voice Agents

Our AI voice agents power every part of the hiring journey — from consultation to screening to closure.

📞 Discovery Call Agent
  • Consults you like a senior recruitment advisor

  • Understands your industry, hiring needs, and budget

  • Co-creates a custom hiring strategy

Get a custom AI hiring strategy tailored to your needs

📞 Skill Test Agents
  • Test your readiness and build confidence for real-world success.cces.

📞 Rejection Agent
  • Delivers empathetic rejection calls

  • Offers career resources and follow-up

  • Keeps your brand human even when declining candidates

Listen to a rejection delivered with empathy and care

Meet Our AI Voice Agents

Our AI voice agents power every part of the hiring journey — from consultation to screening to closure.

📞 1. Discovery Call Agent
  • Consults you like a senior recruitment advisor

  • Understands your industry, hiring needs, and budget

  • Co-creates a custom hiring strategy

Get a custom AI hiring strategy tailored to your needs

📞 2. Screening Call Agent
  • Conducts scenario-based screening interviews

  • Evaluates teamwork, ethics, and reasoning

  • Generates structured talent insights

Experience a structured, & voice based screening

📞 3. Rejection Agent
  • Delivers empathetic rejection calls

  • Offers career resources and follow-up

  • Keeps your brand human even when declining candidates

Listen to a rejection delivered with empathy and care

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