evidently-ai

What problem does it solve?

This Skill addresses the critical need to monitor Machine Learning models in production, detecting performance degradation and data drift to ensure ongoing accuracy and compliance.

Core Features & Use Cases

• Production Model Monitoring: Track data drift, model performance, and target drift using visual reports.
• Compliance Assessment: Evaluate AI systems against EU AI Act Article 15 requirements for assessment, implementation, documentation, and monitoring.
• Risk Mitigation: Implement controls for performance risks and ensure AI systems remain reliable.
• Use Case: A financial institution can use this skill to continuously monitor a fraud detection model for shifts in input data distributions or a decline in accuracy, triggering alerts for retraining or investigation.

Quick Start

Use the evidently-ai skill to assess the current compliance status of the AI system against Art. 15 requirements.