SAFE Personalization Framework

This framework is designed to help you make smarter personalization decisions without crossing ethical, privacy, or trust boundaries. It’s meant to be practical, not theoretical. Use it as a quick pre-launch check. If a personalization idea doesn’t pass SAFE, it’s usually a signal to simplify, reduce risk, or rethink the approach.