Request ID

req_k8v3

Timestamp

11/03/2026, 16:19:09 UTC

Status

Success

Duration

1.5s

Cost

0.038

Original Prompt
Evaluate human-AI collaboration metrics for research lead Dr. Timo Sturm, Employee ID: EMP-2847.
PII Detection Results
Name detected → [REDACTED_NAME_1]
Employee ID detected → [REDACTED_EMPLOYEE_ID_2]

Status: Automatically redacted before sending to model

Sanitized Prompt (sent to model)
Evaluate human-AI collaboration metrics for research lead [REDACTED_NAME_1], Employee ID: [REDACTED_EMPID_1].
Risk Classification
LevelHIGH
Reason

Financial decision affecting individual

EU AI Act Category

High-risk AI system (Annex III)

Human oversightRequired
Model Selection
SelectedOpenAI GPT-5.2
Reason

Best reasoning capability for financial decisions

Alternatives considered

Claude Opus 4.6, Llama 4 Maverick

Failover

Anthropic Claude Opus 4.6

Quality Checks
  • No discriminatory language detected
  • Decision includes rationale
  • Consistent with policy guidelines
EU AI Act Compliance Record
Audit IDaudit_eu_k8v3
Decision context

Research analytics

Risk levelHIGH
Human oversight

Required (flagged for review)

Data retention10 years
Regulatory framework

EU AI Act Article 9

Response Summary
Response

Collaboration assessment: AI-augmented decision accuracy improved 34% under Dr. Sturm's organizational learning framework. Recommended: expand to additional teams.

Processing time1.5s
Tokens used1,022 (prompt: 298, completion: 724)
Cost Breakdown
Model cost0.033
veriqo.dev gateway0.005
Total0.038
vs Direct OpenAI: €0.048 (21% savings)