Evidently AI
Category: Performance EU AI Act Reference: Art. 15 Source: 3rd-party (Evidently)
When to Use This Skill
Use this skill when:
- Evidently AI tasks - Working on monitor ml models in production using evidently
- Compliance assessment - Evaluating AI systems against Art. 15 requirements
- Risk mitigation - Implementing controls for performance risks
Overview
Monitor ML models in production using Evidently. Track data drift, model performance degradation, target drift, and data quality issues with visual reports.
Key Requirements
Regulatory Context (Art. 15)
This tool supports compliance with the following EU AI Act requirements:
- Assessment - Evaluate current state against Art. 15 requirements
- Implementation - Deploy appropriate controls and measures
- Documentation - Record findings, decisions, and evidence
- Monitoring - Establish ongoing monitoring and review processes
Assessment Checklist
- Identify applicable Art. 15 requirements
- Assess current compliance status
- Document gaps and findings
- Develop remediation plan
- Implement required controls
- Verify effectiveness of measures
- Maintain ongoing documentation
Integration Notes
Source Type: 3rd-party (Evidently) Category: Performance