This is a submission for the Weekend Challenge: Generosity Edition.

Prize categories: Best Use of Snowflake · Best Use of Google AI

The problem I couldn't unsee

Most charity tech solves the wrong problem.

It makes it easier to move money — when the actual friction is moving things. It makes it easier to identify people in need — when the actual requirement is protecting them. It makes it easier to claim generosity — when the actual value is proving it.