HR Screening Agent
Pre-screens job applications and ranks candidates. Processes ~300 applications/week.
Insights
Remediation critically behind schedule
HR Screening Agent is classified as high risk with only 17% remediation complete. At current pace, compliance will not be achieved before the EU AI Act deadline in 74 days.
1 critical incident unresolved
HR Screening Agent has 1 P1 incident open. The oldest has been unresolved for 14 days. Critical incidents indicate customer-facing impact or safety issues.
Production agent not reporting
HR Screening Agent is a production agent that has not sent a heartbeat in 6 days. This could indicate a silent failure affecting end users.
Error rate at 27.8%
HR Screening Agent has a 27.8% error rate over the last 30 days (59 errors out of 212 requests). Error rates above 5% indicate potential reliability issues that could trigger compliance concerns.
Cache efficiency at 17.7% — below 60% threshold
HR Screening Agent has a 17.7% cache hit rate over the last 30 days (49,089 hits, 228,778 misses). Low cache efficiency means repeated prompt processing costs — optimizing prompt prefixes can reduce costs by 50–90%.
No token budget configured
HR Screening Agent is a production agent with no spend thresholds. Without a runaway kill-switch, a prompt injection or logic bug could generate unbounded costs. Create a Token Strategy Charter to set guardrails.
Details
- Agent ID
- hr-screening-agent
- Provider
- openai
- Model
- gpt-4o
- Owner
- maria.garcia@acme.com
- Department
- Human Resources
- Environment
- production
- Registered
- 5/14/2026
Compliance Trends
3 assessments across 2 frameworks(2/7/2026 – 5/5/2026)
Bias Monitoring
Based on 983 decisions · 5/14/2026
Action required
Bias score below acceptable threshold. Review decision outcomes across demographic groups, audit training data for representation gaps, and consider re-calibrating model outputs.