AI Provenance & Audit Trail

Complete provenance tracking for AI-generated content with decision factors, data lineage, and cost tracking.

When to Use This Skill

• Need to explain why AI made specific suggestions
• Regulatory compliance requires audit trails
• Want to track AI generation costs
• Need confidence scoring for AI outputs
• Building explainable AI systems

Core Concepts

Provenance tracking captures: decision factors (why), data lineage (from what), reasoning chain (how), confidence scoring, and generation metrics (cost/tokens).

Implementation