AI Resume Screening Agent

Automating Resume Screening with AI
Compliance-first candidate evaluation
The agent applies consistent, auditable screening criteria across every application, generating explainable reason codes and maintaining decision trails that satisfy AEDT, GDPR, and EU AI Act requirements.
Skills-based matching over pedigree
AI automation maps candidate experience to standardized skills ontologies, inferring transferable competencies from accomplishments and ranking applicants based on evidence-backed qualifications rather than keyword matching.
Human-in-the-loop oversight where it matters
Automated workflows handle high-volume triage while flagging borderline candidates for recruiter review, preserving human judgment on nuanced decisions and feeding overrides back into calibration.
How Cassidy automates candidate screening using AI
Step 1: Trigger on new application
The Workflow activates when a candidate submits an application to your ATS—whether through your career site, referral channel, or talent pool—pulling the resume and requisition details into Cassidy.
Step 2: Parse and normalize candidate data
Cassidy extracts entities from the resume (employers, titles, skills, certifications, education) and maps them to standardized taxonomies, handling non-standard formats, employment gaps, and multi-language content.
Step 3: Match skills to job requirements
The agent decomposes the job description into weighted competencies and scores each candidate against must-haves, nice-to-haves, and disqualifiers—generating human-readable rationales tied to specific resume evidence.
Step 4: Triage and route candidates
Cassidy buckets applicants into auto-advance, review, and decline queues based on configurable thresholds, routing high-fit candidates to recruiters with SLA timers and flagging edge cases for Human-in-the-Loop review.
Step 5: Sync decisions back to ATS
Scores, tags, stage updates, and reason codes are written back to your ATS with full audit trails, while templated candidate communications are triggered automatically—keeping your talent pipeline moving and your compliance posture intact.
Implement it inside your company
- Hands-on onboarding and support
- Self-paced training for your team
- Dedicated implementation experts
- Ongoing use case discovery
- ROI tracking & analytics dashboards
- Proven playbooks to get started fast


