What is Prompt Logging?

Prompt Logging is a foundational capability for securing and managing AI applications. It captures both sides of the interaction:

• The user’s input to the model (prompt)
• The model’s output (response)

This log provides essential visibility into how models are used, allowing organizations to:

• Investigate potential misuse or abuse
• Debug incorrect or unexpected model behavior
• Conduct post-incident reviews
• Demonstrate compliance with usage policies or regulations
• Train or fine-tune future models based on real-world interactions

Prompt logging must balance transparency with privacy. Logs should redact sensitive data while preserving enough context for security and operational teams to assess risk.

How PointGuard AI Helps:PointGuard provides full-lifecycle prompt and response logging with sensitive data redaction, access controls, and secure storage. Logs are integrated into dashboards, alerts, and workflows, enabling continuous improvement of both model performance and organizational safeguards.More at: https://www.pointguardai.com/ai-runtime-defense