Pre-Hire Due Diligence Agent
Structured background verification - legally compliant, consistently documented.
Coordinates reference checks, validates credentials, and runs compliance screenings. EU AI Act high-risk system with enhanced documentation.
Score Dashboard
What This Agent Does
Micro-Decision Table
Determine required checks Identify which verification activities are required and permitted Rules Engine
Rule matrix mapping role type and jurisdiction to permitted checks
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Obtain candidate consent Collect legally required consent for each verification type Human
Explicit candidate consent required per GDPR and local law
Decision Record
Challengeable: Yes - via manager, works council, or formal objection process.
Initiate verification requests Send requests to credential issuers, references, screening providers AI Agent
Automated request generation per verification type
Decision Record
Challengeable: Yes - fully documented, reviewable by humans, objection via formal process.
Track verification progress Monitor response status and flag delays AI Agent
Automated tracking with deadline escalation
Decision Record
Challengeable: Yes - fully documented, reviewable by humans, objection via formal process.
Validate verification results Check returned results for completeness and consistency Rules Engine
Rule-based validation of response format and content
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Flag discrepancies Alert recruiting team of mismatches between claims and verification AI Agent
Automated comparison of candidate-provided data with verification results
Decision Record
Challengeable: Yes - fully documented, reviewable by humans, objection via formal process.
Review flagged issues Assess discrepancies and determine impact on hiring decision Human
Human review required for all verification discrepancies
Decision Record
Challengeable: Yes - via manager, works council, or formal objection process.
Document results Store verification outcomes with full audit trail AI Agent
Automated documentation per high-risk system requirements
Decision Record
Challengeable: Yes - fully documented, reviewable by humans, objection via formal process.
Confirm clearance status Report overall verification status (cleared/pending/issue) Rules Engine
Aggregated status from all individual verification results
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Decision Record and Right to Challenge
Every decision this agent makes or prepares is documented in a complete decision record. Affected employees can review, understand, and challenge every individual decision.
Prerequisites
- Verification type matrix per role and jurisdiction
- Integration with credential verification services
- Reference collection workflow and templates
- Regulatory screening provider interfaces (where applicable)
- Candidate consent management system
- EU AI Act conformity assessment documentation
- Data Protection Impact Assessment for candidate background processing
- Legal review of permissible checks per jurisdiction
Governance Notes
Infrastructure Contribution
Related Pages
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Frequently Asked Questions
Does the agent make hiring decisions based on verification results?
No. The agent collects, documents, and presents verification results. A human recruiter or hiring manager reviews the results and makes the hiring decision. Discrepancies are flagged for human assessment, not automatically resolved.
How does the agent handle jurisdictions where certain checks are prohibited?
The agent applies a jurisdiction-specific permissibility matrix: each combination of check type and jurisdiction is classified as permitted, conditional (requires specific justification), or prohibited. Prohibited checks are never initiated.
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