Audit & Analytics

Provenance Logs

Every decision is traceable to its source. See which SME knowledge, which data, and which rules contributed to each recommendation.

• Source attribution for all insights
• Model version tracking
• Input data lineage

Decision Trails

Understand the reasoning behind every recommendation. See the decision tree, confidence scores, and alternative paths considered.

• Step-by-step decision logic
• Confidence scoring
• Alternative recommendations

Compliance Mapping

Automatic mapping to regulatory requirements. Generate compliance reports with a click for auditors and regulators.

• Regulatory framework alignment
• Automated audit trail generation
• Change impact analysis

Performance Dashboards

Real-time and historical analytics. Track accuracy, efficiency gains, cost savings, and ROI across all AVI modules.

• Real-time performance metrics
• Cost and efficiency tracking
• Custom report builder

Regulatory Confidence

Show auditors and regulators exactly how decisions were made. Pass audits with complete documentation and provenance.

Continuous Improvement

Identify which modules deliver the most value. See where to invest, where to optimize, and where to expand.

Stakeholder Reporting

Executive dashboards that show ROI, efficiency gains, and business impact in language that non-technical stakeholders understand.

Risk Management

Early warning systems for model drift, data quality issues, and unexpected patterns. Stay ahead of problems before they impact operations.