applied ai June 24, 2026 4 min read
Matching People to Help: Applied AI for a Messy Resource Graph
When someone needs help and the right help is buried in three hundred programs with different rules, the problem isn't a search box. It's matching across a graph nobody fully understands — and knowing which matches a human has to bless.
How applied AI navigates a sprawl of programs and eligibility rules to put people in front of the right help — and where a human still has to make the call.
Eli Wood
CEO, Black Flag Design