High-Volume Screening
500+ applications/day
Designed to handle high-volume screening without requiring recruiters to manually process every application.
AI & Automation
AI-Powered CV Screening & Recruitment Workflow Automation
Designed for high-volume screening — 500+ applications/day.
Automate repetitive resume screening and qualification so hiring teams can focus on interviewing the candidates who matter.
Business Problem
What happens when hundreds of applications arrive for one opening?
As application volume grows, resume review becomes repetitive and time-consuming. Manual processing is inconsistent across reviewers, and recruiter time gets consumed by administrative screening instead of the interviews that actually decide who gets hired.
Business Impact
What Changes for the Hiring Team
Less Repetitive Work
Automates repetitive document processing and initial candidate evaluation.
More Time for Human Judgment
Moves recruiter attention toward qualified candidates and interviews instead of manually sorting every application.
Suited For
Who this workflow fits.
Built for teams that need to screen, evaluate, and process high volumes of applications without scaling manual work.
High-Volume Recruitment
Companies receiving hundreds or thousands of applications for multiple job openings.
Recruitment Agencies
Agencies handling candidate screening and evaluation across multiple clients and positions.
Mass Hiring Campaigns
Recruitment drives for seasonal hiring, graduate programs, retail, hospitality, manufacturing, and other high-volume roles.
Enterprise HR Teams
Organizations that need a more structured and consistent first-stage screening process across departments.
Staffing & Talent Platforms
Platforms processing large numbers of candidate applications before candidates move to the next stage.
Internal Recruitment Operations
Companies looking to automate repetitive CV processing while keeping final candidate decisions with their recruitment team.
If your team is manually reviewing hundreds of applications, this workflow can be adapted to your screening process.
The workflow can be adapted to different hiring volumes, job types, and evaluation criteria.
Solution
From Applications to Qualified Candidates
Automation handles the repetitive work of screening and qualifying applicants — assessing documents, checking criteria, and identifying duplicates — while human judgment stays exactly where it matters most: interviewing candidates and making the final hiring decision.
Applicant
Automated Screening
Qualification
Interview
Final Hiring Decision
How It Works
Six steps, start to hire.
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01
Apply
Candidate submits an application.
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02
Process
Resume is validated and processed.
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03
Screen
AI evaluates the candidate against job-specific criteria.
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04
Qualify
Duplicate and screening quota checks are applied.
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05
Route
Qualified candidates move forward.
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06
Interview
Human makes the final hiring decision.
Architecture
Where automation ends and people decide.
Applicant
AI Screening
Screening Quota
Selected Candidates
Human Interview
Final Hiring Decision
Engineering Proof
What Makes the Workflow Robust?
Dynamic Evaluation
Different job openings can use different screening criteria.
Resume Processing Fallback
Different document types can follow appropriate extraction paths.
Duplicate Protection
The workflow prevents duplicate applications for the same position.
Failure Recovery
Retries and centralized error handling help prevent silent workflow failures.
Validation
Tested Against Real-World Edge Cases
- Oversized file uploads
- Duplicate applications for the same position
- Scanned and image-based resumes
- Invalid or unreadable documents
- AI or service failures
- Automatic retries and centralized error handling
My Role
AI Automation & Workflow Engineer
- Workflow architecture
- AI integration
- Document processing
- Validation
- Error handling
- Testing
- Google Workspace integration
Technology
Tools behind this system.
- n8n
- LLM API
- Google Workspace
- Python
Let's Work Together
Tell me about the process, and I'll tell you what can be automated or built.