The Problem
Efficiency vs. Liability.
HR teams are drowning in applications. Automation is necessary, but using AI for recruitment is classified as 'High Risk' under the EU AI Act. Using standard tools exposes the company to massive fines and bias lawsuits.
Regulatory Risk
Fully automated rejections are often illegal or require strict auditing.
Data Privacy
Uploading CVs to public LLMs violates GDPR.
Formatting Hell
Candidates send CVs in 50 different layouts.
The Setup
The Compliance Guardrail Engine.
WiredGeist identifies this workflow as High Risk. It automatically inserts 'Audit Log' nodes at every step and enforces a 'Human Approval' node before any rejection email is sent. The AI parses and formats the data, but the human makes the decision.
Operational Value
Safe Automation.
HR workers get a standardized, clean list of candidates ranked by skills, with zero regulatory fear. All data stays on EU servers.
- Audit trail generated for every single applicant.
- Standardized output format regardless of input PDF.
- Bias checks running in the background.
Mandatory Oversight
The system assists, it does not replace judgment.
Approval Node
The workflow literally stops and waits for a human click before proceeding.
Bias Dashboard
Visual metrics showing demographic distribution of shortlisted candidates.
Explainability
Ask the agent 'Why did you rank this candidate #1?' and get a cited answer.
Manual Override
HR can edit extracted data or change rankings manually at any time.
Implementation Plan
Deploying a high-risk system safely.
Policy Setup
- →Define hiring criteria
- →Set bias thresholds
- →Configure logging
Shadow Mode
- →AI processes CVs but sends no emails
- →HR compares results
Live Assistance
- →Workflow goes live
- →Human approval active
- →Compliance reports generated