AI Feature Audit Logging Requirements

This question asks if you keep detailed records of who uses your AI features, when they use them, and what they do. It's like having security cameras in a store - you need to track which employee accessed the cash register, at what time, and what transactions they made. For AI, this means recording which user made requests, what they asked the AI to do, and when it happened.

Without proper AI logging, you're flying blind when security incidents occur, unable to investigate breaches or prove compliance during audits. Comprehensive logging enables you to detect abuse, resolve customer disputes, meet regulatory requirements, and demonstrate accountability to enterprise buyers. This capability often determines whether you can sell to regulated industries or large enterprises with strict audit requirements.

Many companies log AI requests but forget to log the responses or outcomes, making it impossible to investigate issues fully. Another mistake is not considering data retention policies - keeping logs forever creates privacy risks, while deleting them too quickly prevents proper incident investigation.