SPECTRAL AUDITOR
Data Integrity & Compliance
Prism inspector that X-rays datasets and heals corruption in real time.
Spectral Auditor is Mindure's guardian of data quality and regulatory compliance. This entity continuously monitors datasets and AI models to detect bias, corruption, and drift. Spectral Auditor ensures that AI systems remain fair, accurate, and compliant with evolving regulations such as GDPR, AI Act, and industry-specific standards. Its real-time healing capabilities can automatically correct data issues before they impact model performance.
Core Capabilities
Bias Detection & Mitigation
Identifies and corrects demographic and statistical biases in training data and model outputs.
Data Quality Assurance
Monitors data pipelines for corruption, missing values, and schema violations.
Regulatory Compliance Auditing
Generates audit trails and compliance reports for AI governance requirements.
Model Explainability
Provides interpretable explanations for AI decisions to support transparency requirements.
Real-time Anomaly Healing
Automatically corrects data anomalies before they propagate through the system.