Program knowledge for a large organization lived in twenty places and decayed the moment it stopped being actively maintained. The build was a self-maintaining knowledge system — auto-updating, with custom skills for gap analysis, scaling roadmaps, and D3 visualizations. Structured around how people actually search.

Replaced months of manual synthesis with a system that refreshes against the underlying corpus.