CV Screening to Interview Scheduling — Zero Manual Touchpoints
A staffing agency receives 300+ CVs per week across 15 open roles. Recruiters spend 60% of their time on initial screening — reading CVs, sending rejection emails, and coordinating interview schedules. This AI system handles the entire pipeline from application to interview booking.
~18 hrs
Saved per week
4x
Faster screening
300+
CVs processed weekly
95%
Scheduling accuracy
The Automation Architecture
How the AI Agent Handles Every Application
This workflow is for demonstration purposes only. We custom-build automation architectures tailored to each client's specific requirements, tools, and processes.
What Happens at Each Stage
Multi-Channel CV Collection
AutomatedAgent monitors LinkedIn applications, JobStreet, email inbox, and website career page. CVs in any format (PDF, DOCX, plain text) are parsed and structured.
AI-Powered Parsing
AI AgentAgent extracts: skills, experience years, education, certifications, location, salary expectations, and notice period. Handles messy formatting, varied layouts, and multi-language CVs.
Scoring & Ranking
AI AgentEach candidate is scored against the specific job requirements using weighted criteria. Skills match (40%), experience relevance (25%), education (15%), availability (10%), location (10%). Top candidates are prioritised.
Criteria Check
Decision GateDiamond decision: does the candidate meet minimum requirements? If yes, proceed to matching. If no, send a personalised rejection (not a generic template — the agent references specific gaps).
Role Matching
AI AgentFor qualified candidates, the agent checks across all 15 open roles — a candidate who doesn’t fit Role A might be perfect for Role B. Cross-matching maximises placement potential.
Interview Scheduling
ActionAgent checks the hiring manager’s calendar availability, proposes 3 time slots to the candidate via email, and auto-confirms once the candidate selects. Calendar events created for both parties.
Prep Pack Delivery
Action24 hours before the interview, the agent sends the candidate a prep pack: company overview, role details, interview format, and directions. The hiring manager receives a candidate brief: CV summary, key strengths, suggested interview questions.
Talent Pool Management
Nurture LoopRejected candidates are tagged and stored in a talent pool. When a new role opens that matches their profile, the agent automatically re-engages them. No good candidate is lost.
Before vs. After Automation
Without AI Automation
CV screening time
8–10 min per CV
Time to shortlist
3–5 days
Candidate response time
24–48 hours
Interview scheduling
4–6 emails per candidate
Rejection handling
Generic template or no response
Talent pool
Spreadsheet, rarely checked
Recruiter capacity
4–5 roles simultaneously
With AI Automation
CV screening time
Under 30 seconds per CV
Time to shortlist
Same day
Candidate response time
Under 1 hour
Interview scheduling
Fully automated, zero emails
Rejection handling
Personalised, referencing specific gaps
Talent pool
Active, auto-re-engages matching candidates
Recruiter capacity
12–15 roles simultaneously
How We'd Build This
Technology Stack
Want this for your recruitment business?
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