AI Employment History Validation Agent

Automating Employment History Validation with AI
Intelligent Source Orchestration
The agent routes each verification through a smart waterfall—instant payroll networks first, then permissioned payroll APIs, manual outreach, and document fallback—optimizing for speed, coverage, and cost.
Automated Adjudication and Discrepancy Handling
AI-driven normalization resolves employer aliases, standardizes titles, and flags variances against client-defined tolerances, auto-clearing clean matches while escalating edge cases with full evidence packs.
FCRA-Ready Compliance and Audit Trails
Every verification captures timestamped consent artifacts, permissible-purpose certifications, and decision logs—ready for pre-adverse and adverse action workflows and regulator review.
How Cassidy automates using AI
Step 1: Trigger on ATS stage change
The Workflow activates automatically when a recruiter advances a candidate to a designated stage—such as pre-submittal validation or pre-offer—pushing the verification order into Cassidy.
Step 2: Capture consent and permissible purpose
Cassidy sends the candidate a stand-alone FCRA disclosure and collects e-signed authorization, while validating that the end-user has certified permissible purpose before proceeding.
Step 3: Execute waterfall verification
Cassidy queries instant payroll networks like The Work Number first, then attempts permissioned payroll connections, triggers automated outreach to HR or payroll contacts, and falls back to candidate document uploads—all orchestrated based on employer coverage and TAT targets.
Step 4: Normalize and reconcile data
Returned fields—start dates, end dates, titles, employer names—are mapped to a standard schema, with Cassidy resolving aliases, flagging discrepancies, and applying precedence logic across multiple sources.
Step 5: Adjudicate against client rules
Cassidy applies your adjudication matrix to set each entry as Verified, Verified with discrepancy, Unable to verify, or Pending candidate action—auto-clearing clean matches and routing exceptions for Human-in-the-Loop review.
Step 6: Deliver report and compliance artifacts
The Workflow outputs a consolidated employment history report with flags and exceptions, plus all consent records and audit logs, directly into your ATS or HRIS—ready for adverse action workflows if needed.
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


